HTTP 200 OK
Allow: GET, POST, OPTIONS
Content-Type: application/json
Vary: Accept
{
"count": 4793,
"next": "https://metax.demo.fairdata.fi/v3/datasets?format=api&limit=20&offset=480",
"previous": "https://metax.demo.fairdata.fi/v3/datasets?format=api&limit=20&offset=440",
"results": [
{
"id": "dfe73ed8-d27e-44af-96a6-7d92062ac55e",
"access_rights": {
"id": "e188eb6a-839c-447c-bed7-f2895a378059",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "3ceeebee-a396-4ae0-88fa-91f52ab6102c",
"roles": [
"creator"
],
"person": {
"id": "f8101a7d-f983-4a22-a198-9c2a0f8edde4",
"name": "Annika Stuke",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "50429656-4789-4252-95f8-029eeb83acee",
"roles": [
"publisher"
],
"organization": {
"id": "f298c1af-32a8-4196-9b40-68e532c2f8fa",
"pref_label": {
"en": "NOMAD Repository",
"fi": "NOMAD Repository",
"sv": "NOMAD Repository"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "This is Nomad repository entry."
},
"field_of_science": [
{
"id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.17172/nomad/2019.12.10-11",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://nomad-lab.eu/prod/v1/gui/dataset/doi/10.17172/NOMAD/2019.12.10-11"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "OE62 dataset: results of G0W0@PBE0 (vacuum) calculations with def2-QZVP basis set"
},
"created": "2025-12-04T08:01:53Z",
"modified": "2026-03-26T06:45:02Z",
"dataset_versions": [
{
"id": "dfe73ed8-d27e-44af-96a6-7d92062ac55e",
"title": {
"en": "OE62 dataset: results of G0W0@PBE0 (vacuum) calculations with def2-QZVP basis set"
},
"persistent_identifier": "doi:10.17172/nomad/2019.12.10-11",
"state": "published",
"created": "2025-12-04T08:01:53Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "2efb8fc6-8463-48bc-94c1-a8ce0a4d78f2",
"access_rights": {
"id": "32fa2eec-4b54-4efa-81bc-c06b67889a22",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "b6663965-2860-4e26-95aa-d471a4193cc0",
"roles": [
"creator"
],
"person": {
"id": "ac00d1c0-73d3-4510-8ad4-fcb5d036262f",
"name": "Anna Ylinen",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "6a006c81-215e-441b-87c5-3014cb64baed",
"pref_label": {
"en": "VTT Technical Research Centre of Finland Ltd",
"fi": "Teknologian tutkimuskeskus VTT Oy",
"sv": "Teknologiska forskningscentralen VTT Ab",
"und": "Teknologian tutkimuskeskus VTT Oy"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/26473754",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "784d4c34-267b-44fd-852d-33376ede9c30",
"roles": [
"creator"
],
"person": {
"id": "4f709cc5-a5f2-4c74-8f0e-1e45c0482753",
"name": "Jorg C. de Ruijter",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "6a006c81-215e-441b-87c5-3014cb64baed",
"pref_label": {
"en": "VTT Technical Research Centre of Finland Ltd",
"fi": "Teknologian tutkimuskeskus VTT Oy",
"sv": "Teknologiska forskningscentralen VTT Ab",
"und": "Teknologian tutkimuskeskus VTT Oy"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/26473754",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "bd3dc1de-a2bb-4664-afee-234493f4b852",
"roles": [
"creator"
],
"person": {
"id": "32f07b23-ab1e-47fb-b1c0-666a8379e4d9",
"name": "Paula Jouhten",
"external_identifier": "https://orcid.org/0000-0003-1075-7448"
},
"organization": {
"id": "2cebdb0f-75bb-4fd2-9d96-0c1438dde101",
"pref_label": {
"en": "Department of Bioproducts and Biosystems",
"fi": "Department of Bioproducts and Biosystems",
"sv": "Department of Bioproducts and Biosystems",
"und": "Department of Bioproducts and Biosystems"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "0b174c46-95af-46c2-b594-ee343993f9b5",
"roles": [
"creator"
],
"person": {
"id": "b43dc529-a019-45e0-9029-4bf29dee3c41",
"name": "Merja Penttilä",
"external_identifier": "https://orcid.org/0000-0002-6929-1032"
},
"organization": {
"id": "2cebdb0f-75bb-4fd2-9d96-0c1438dde101",
"pref_label": {
"en": "Department of Bioproducts and Biosystems",
"fi": "Department of Bioproducts and Biosystems",
"sv": "Department of Bioproducts and Biosystems",
"und": "Department of Bioproducts and Biosystems"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T107",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "e7388507-749b-49e9-9aeb-91d22b59049b",
"roles": [
"publisher"
],
"organization": {
"id": "f89c0991-a195-4e85-bfde-e6d10664a9fb",
"pref_label": {
"en": "figshare",
"fi": "figshare",
"sv": "figshare"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Abstract Replacement of petrochemical-based materials with microbially produced biodegradable alternatives calls for industrially attractive fermentation processes. Lignocellulosic materials offer non-edible alternatives for cultivated sugars, but require often use of expensive sugar releasing enzymes, such as β-glucosidases. These cellulose treatment costs could be reduced if microbial production hosts could use short cellodextrins such as cellobiose directly as their substrates. In this study, we demonstrate production of poly(hydroxybutyrate) (PHB) in yeast Saccharomyces cerevisiae using cellobiose as a sole carbon source. Yeast strains expressing PHB pathway genes from Cupriavidus necator and cellodextrin transporter gene CDT-1 from Neurospora crassa were complemented either with β-glucosidase gene GH1-1 from N. crassa or with cellobiose phosphorylase gene cbp from Ruminococcus flavefaciens. These cellobiose utilization routes either with Gh1-1 or Cbp enzymes differ in energetics and dynamics. However, both routes enabled higher PHB production per consumed sugar and higher PHB accumulation % of cell dry weight (CDW) than use of glucose as a carbon source. As expected, the strains with Gh1-1 consumed cellobiose faster than the strains with Cbp, both in flask and bioreactor batch cultures. In shake flasks, higher final PHB accumulation % of CDW was reached with Cbp route (10.0 ± 0.3%) than with Gh1-1 route (8.1 ± 0.2%). However, a higher PHB accumulation was achieved in better aerated and pH-controlled bioreactors, in comparison to shake flasks, and the relative performance of strains switched. In bioreactors, notable PHB accumulation levels per CDW of 13.4 ± 0.9% and 18.5 ± 3.9% were achieved with Cbp and Gh1-1 routes, respectively. The average molecular weights of accumulated PHB were similar using both routes; approximately 500 kDa and 450 kDa for strains expressing either cbp or GH1-1 genes, respectively. The formation of PHB with high molecular weights, combined with efficient cellobiose conversion, demonstrates a highly potential solution for improving attractiveness of sustainable polymer production using microbial cells."
},
"field_of_science": [
{
"id": "4020f2e6-3c49-46ed-83f4-2a62b22f9a51",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta1182",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Biochemistry, cell and molecular biology",
"fi": "Biokemia, solu- ja molekyylibiologia",
"sv": "Biokemi, cell- och molekylärbiologi"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.6084/m9.figshare.c.6057930.v1",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://springernature.figshare.com/collections/PHB_production_from_cellobiose_with_Saccharomyces_cerevisiae/6057930/1"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "PHB production from cellobiose with Saccharomyces cerevisiae"
},
"created": "2025-12-04T08:01:51Z",
"modified": "2026-03-26T06:44:59Z",
"dataset_versions": [
{
"id": "2efb8fc6-8463-48bc-94c1-a8ce0a4d78f2",
"title": {
"en": "PHB production from cellobiose with Saccharomyces cerevisiae"
},
"persistent_identifier": "doi:10.6084/m9.figshare.c.6057930.v1",
"state": "published",
"created": "2025-12-04T08:01:51Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "2ca2fc4f-21d3-4711-a77b-058069606b05",
"access_rights": {
"id": "6d598478-d405-489c-b527-8c709eb3792c",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "8fc78333-7417-4e6a-abd9-face0c992b7b",
"roles": [
"creator"
],
"person": {
"id": "dd1722eb-80c2-46da-b4e2-30d2cbb2f597",
"name": "Anna Kajosaari",
"external_identifier": "https://orcid.org/0000-0001-8165-6770"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "5026f1a0-7f1b-467f-9534-e776f110cce0",
"roles": [
"creator"
],
"person": {
"id": "cc9e07ab-1d58-4318-bee5-e9831a07bc63",
"name": "Kamyar Hasanzadeh",
"external_identifier": "https://orcid.org/0000-0002-0705-7662"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "63941008-225d-481d-939d-57ee205c1278",
"roles": [
"creator"
],
"person": {
"id": "0d9baa11-090e-424c-a8a6-1d1b73f9fbfe",
"name": "Marketta Kyttä",
"external_identifier": "https://orcid.org/0000-0001-9969-8194"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "87292a87-7f40-4458-a567-4b5275475183",
"roles": [
"publisher"
],
"organization": {
"id": "1e864244-467a-4e92-a277-cece2226912a",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "This dataset includes the data used in the Helsinki case study of an original research paper “Pandemic urban resilience in the Nordic context - a cross-city analysis on associations between outdoor recreation and green infrastructure” (Fagerholm et al., upcoming).\r\n\r\nThe data were collected in the PLAN-Health (PLAN-H) research project (https://participatorymapping.org/project/health-promoting-urban-environment-plan-h/) and include point data of respondent-mapped outdoor locations visited in leisure time."
},
"field_of_science": [
{
"id": "441cd168-c5e0-42e1-ac2a-95f2432d16a3",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta520",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Other social sciences",
"fi": "Muut yhteiskuntatieteet",
"sv": "Övriga samhällsvetenskaper"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5789046",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5789047"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Nordic comparative study on green space use during COVID-19 – Case Helsinki (NCS-Helsinki)"
},
"created": "2025-12-04T08:01:48Z",
"modified": "2026-03-26T06:44:56Z",
"dataset_versions": [
{
"id": "2ca2fc4f-21d3-4711-a77b-058069606b05",
"title": {
"en": "Nordic comparative study on green space use during COVID-19 – Case Helsinki (NCS-Helsinki)"
},
"persistent_identifier": "doi:10.5281/zenodo.5789046",
"state": "published",
"created": "2025-12-04T08:01:48Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "c234d55d-9b7f-4c4e-977e-41a918329e83",
"access_rights": {
"id": "7537c6f5-0ef5-49a3-840a-aa9ea982d75c",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "5516909d-fb1d-4c67-80e0-c611d9095c02",
"roles": [
"creator"
],
"person": {
"id": "c2d583ad-047a-4c5e-840f-84dfbf1d1cc2",
"name": "Miguel A. Caro",
"external_identifier": "https://orcid.org/0000-0001-9304-4261"
},
"organization": {
"id": "ba189058-f2f0-4f47-88f3-50c70776f197",
"pref_label": {
"en": "Department of Electrical Engineering and Automation",
"fi": "Department of Electrical Engineering and Automation",
"sv": "Department of Electrical Engineering and Automation",
"und": "Department of Electrical Engineering and Automation"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T410",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "b4216a02-d3f4-4525-bde9-e1e61dba7415",
"roles": [
"publisher"
],
"organization": {
"id": "f341190a-4386-4586-b5e8-a7323167da22",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Gaussian approximation potential (GAP) for silicon [1]. It has been fitted with QUIP/GAP [1,2] by recomputing the Si database of Bartók et al. [3] at the PW91 level of theory [4] using the VASP code [5,6,7]. This potential uses 2-body (distance_2b) and 3-body (angle_3b) descriptors [5] plus SOAP-type descriptors (soap_turbo) [9,10], as implemented in the TurboGAP code [11]. The files can be used both with QUIP/GAP (compiled with the soap_turbo libraries) and TurboGAP. More details will follow in a scientific\r\npublication in due course (bibligraphical data will be added as it becomes available).\r\n\r\nReferences\r\n\r\nA.P. Bartók, M.C. Payne, R. Kondor, and G. Csányi. Phys. Rev. Lett. 104, 136403 (2010).LibAtoms: https://libatoms.github.ioA.P. Bartók, J. Kermode, N. Bernstein, and G. Csányi. Phys. Rev. X 8, 041048 (2018).J.P. Perdew and Y. Wang. Phys. Rev. B 45, 13244 (1992).V.L. Deringer and G. Csányi. Phys. Rev. B 95, 094203 (2017).VASP: http://vasp.atG. Kresse and J. Furthmüller. Phys. Rev. B 54, 11169 (1996).T. Bucko, S. Lebègue, T. Gould, and J.G. Ángyán, J. Phys.: Condens. Matter 28, 045201 (2016).A.P. Bartók, R. Kondor, and G. Csányi. Phys. Rev. B 87, 184115 (2013).M.A. Caro. Phys. Rev. B 100, 024112 (2019).TurboGAP: http://turbogap.fi"
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5734462",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5734463"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "GAP interatomic potential for silicon"
},
"created": "2025-12-04T08:01:46Z",
"modified": "2026-03-26T06:44:53Z",
"dataset_versions": [
{
"id": "c234d55d-9b7f-4c4e-977e-41a918329e83",
"title": {
"en": "GAP interatomic potential for silicon"
},
"persistent_identifier": "doi:10.5281/zenodo.5734462",
"state": "published",
"created": "2025-12-04T08:01:46Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "d31ca90e-573c-4933-8f7d-28a66816f6fc",
"access_rights": {
"id": "655bdad8-c1e3-40a8-a14b-1d46d6a750fc",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "aa1f9169-86a3-4c9c-9f3b-ee4bf4411af7",
"roles": [
"creator"
],
"person": {
"id": "fc53e6b1-a267-428c-9df9-901b259705e1",
"name": "Eric Bach",
"external_identifier": "https://orcid.org/0000-0001-6200-5462"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "c53826eb-9068-455a-b3c4-31fdeca9aec0",
"roles": [
"publisher"
],
"organization": {
"id": "ecfcd286-a3f7-4a40-9151-3725bb3c574e",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Retention Order Support Vector Machine (ROSVM)\r\n\r\nThe title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.7029743",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/7029744"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Retention Order Support Vector Machine (ROSVM)"
},
"created": "2025-12-04T08:01:44Z",
"modified": "2026-03-26T06:44:51Z",
"dataset_versions": [
{
"id": "d31ca90e-573c-4933-8f7d-28a66816f6fc",
"title": {
"en": "Retention Order Support Vector Machine (ROSVM)"
},
"persistent_identifier": "doi:10.5281/zenodo.7029743",
"state": "published",
"created": "2025-12-04T08:01:44Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "87d9fd9f-bfdb-4638-8a2b-bd6d726a070b",
"access_rights": {
"id": "e2f4bc34-4d1f-444a-9344-f07493e77db0",
"license": [
{
"id": "9f1d88f6-ff4b-4d73-82b4-fa124eb6849f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-3.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 3.0 Unported (CC BY 3.0)",
"fi": "Creative Commons Nimeä 3.0 Ei sovitettu (CC BY 3.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "3e29e306-c28c-40b1-bb1a-f2e246afd824",
"roles": [
"creator"
],
"person": {
"id": "20d96ade-12c1-43b0-ac2a-85faa52d5462",
"name": "Pasi Pyrrö",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "102590b0-4240-4cef-8185-5f5c7c4a2f5e",
"pref_label": {
"en": "Department of Mathematics and Systems Analysis",
"fi": "Department of Mathematics and Systems Analysis",
"sv": "Department of Mathematics and Systems Analysis",
"und": "Department of Mathematics and Systems Analysis"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "eb022620-3644-4412-89bc-a9d345c5d2eb",
"roles": [
"publisher"
],
"organization": {
"id": "2d6f4bd9-0e40-45dc-921f-22c2c0ec2844",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Modified version of the HERIDAL dataset used to train and test the AIR detector."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5662350",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5662351"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "HERIDAL dataset in keras-retinanet PASCAL VOC format"
},
"created": "2025-12-04T08:01:42Z",
"modified": "2026-03-26T06:44:49Z",
"dataset_versions": [
{
"id": "87d9fd9f-bfdb-4638-8a2b-bd6d726a070b",
"title": {
"en": "HERIDAL dataset in keras-retinanet PASCAL VOC format"
},
"persistent_identifier": "doi:10.5281/zenodo.5662350",
"state": "published",
"created": "2025-12-04T08:01:42Z",
"version": 1
}
],
"published_revision": 5,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "d07bfd50-f7ee-40dd-9662-1b9de6c90435",
"access_rights": {
"id": "25b5cd3d-683c-42ea-beb3-4726adddf146",
"license": [
{
"id": "9f1d88f6-ff4b-4d73-82b4-fa124eb6849f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-3.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 3.0 Unported (CC BY 3.0)",
"fi": "Creative Commons Nimeä 3.0 Ei sovitettu (CC BY 3.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "8367506f-7e74-4dcc-84a1-994978861683",
"roles": [
"creator"
],
"person": {
"id": "fe126229-f1c0-42cc-b204-84bc3286021f",
"name": "Pasi Pyrrö",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "102590b0-4240-4cef-8185-5f5c7c4a2f5e",
"pref_label": {
"en": "Department of Mathematics and Systems Analysis",
"fi": "Department of Mathematics and Systems Analysis",
"sv": "Department of Mathematics and Systems Analysis",
"und": "Department of Mathematics and Systems Analysis"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "4b2232f2-02b2-412d-94ea-f8f4def5b44c",
"roles": [
"publisher"
],
"organization": {
"id": "227086a4-2eaa-4430-a954-cd9664e794f8",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "A couple of AIR detector test images from the HERIDAL dataset."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5662637",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5662638"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "AIR demo images"
},
"created": "2025-12-04T08:01:40Z",
"modified": "2026-03-26T06:44:46Z",
"dataset_versions": [
{
"id": "d07bfd50-f7ee-40dd-9662-1b9de6c90435",
"title": {
"en": "AIR demo images"
},
"persistent_identifier": "doi:10.5281/zenodo.5662637",
"state": "published",
"created": "2025-12-04T08:01:40Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "f191777a-c862-4db5-afe8-2f4d131134c1",
"access_rights": {
"id": "a690ecef-e0eb-47b5-a81f-a162668bebcb",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "6311561d-0b53-460b-9fb9-1852ce0761eb",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/restricted",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Restricted use",
"fi": "Saatavuutta rajoitettu"
}
},
"restriction_grounds": [
{
"id": "41b4ff93-e15e-4829-8553-49e4ef079d69",
"url": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/restriction_grounds",
"pref_label": {
"en": "Restricted access due to other reasons",
"fi": "Saatavuutta rajoitettu muulla perusteella",
"sv": "Begränsad åtkomst av övriga skäl"
}
}
]
},
"actors": [
{
"id": "3c502045-c831-483c-a911-a8ad364ea76e",
"roles": [
"creator"
],
"person": {
"id": "48536521-fcc5-4839-8671-a536b9f92758",
"name": "Patrik Ollus",
"external_identifier": "https://orcid.org/0000-0003-2558-1457"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "c0031a43-20b9-435e-8951-98de43a96f66",
"roles": [
"publisher"
],
"organization": {
"id": "6e09230e-d123-4573-a95f-c55197a645ff",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Dataset used in paper \"Simulating the impact of charge exchange on beam ions in MAST-U\" to be submitted to PPCF"
},
"field_of_science": [
{
"id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5618121",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5618122"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Simulating the impact of charge exchange on beam ions in MAST-U"
},
"created": "2025-12-04T08:01:37Z",
"modified": "2026-03-26T06:44:44Z",
"dataset_versions": [
{
"id": "f191777a-c862-4db5-afe8-2f4d131134c1",
"title": {
"en": "Simulating the impact of charge exchange on beam ions in MAST-U"
},
"persistent_identifier": "doi:10.5281/zenodo.5618121",
"state": "published",
"created": "2025-12-04T08:01:37Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "9f067562-c5ed-455d-8ebd-985d1456af08",
"access_rights": {
"id": "653af6cb-310b-4144-9135-f519e660b48b",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "51d2018b-4117-4714-bbaf-917192b71008",
"roles": [
"creator"
],
"person": {
"id": "c24afe39-d9b0-4a6f-939b-c19c1affd965",
"name": "Fabio Priante",
"external_identifier": "https://orcid.org/0000-0001-7052-8570"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "defa31d6-a6be-405f-9c07-fd7d375394b7",
"roles": [
"creator"
],
"person": {
"id": "133b5b6b-d527-4d67-b882-8eb7dde69fe8",
"name": "Ygor Morais Jaques",
"external_identifier": "https://orcid.org/0000-0003-0114-9854"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "b8d2c5af-14b6-49cf-9242-ea2840fd7268",
"roles": [
"creator"
],
"person": {
"id": "6143b3b7-422f-423e-a59c-c0a3d4c550c1",
"name": "Adam S. Foster",
"external_identifier": "https://orcid.org/0000-0001-5371-5905"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "9195a51b-b0e7-40c6-a94c-118d3a5d27cc",
"roles": [
"publisher"
],
"organization": {
"id": "853f7de7-21ed-43df-b937-3a082735287b",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "This is the data repository for the paper \"Probing the structural details of chitin nanocrystal-water interfaces by three-dimensional atomic force microscopy\" by Ayhan Yurtsever, Pei-Xi Wang, Fabio Priante, Ygor Morais Jaques, Kazuki Miyata, Mark J. MacLachlan, Adam S. Foster, and Takeshi Fukuma.\r\n\r\nIt contains:\r\n\r\n- The system's starting geometry (water-chitin.pdb)\r\n\r\n- The production trajectory, in .dcd format (nvt_prod_chitin.tar.xz, uncompressed size 1.9 GB)\r\n\r\n- The resulting water density, in .cube format, computed on each of the chitin surfaces (chitin_cube_densities_vmd.tar.xz, uncompressed size 3.1 GB)"
},
"field_of_science": [
{
"id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5578599",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5578600"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Molecular dynamics simulation of chitin nanocrystal-water interfaces"
},
"created": "2025-12-04T08:01:35Z",
"modified": "2026-03-26T06:44:40Z",
"dataset_versions": [
{
"id": "9f067562-c5ed-455d-8ebd-985d1456af08",
"title": {
"en": "Molecular dynamics simulation of chitin nanocrystal-water interfaces"
},
"persistent_identifier": "doi:10.5281/zenodo.5578599",
"state": "published",
"created": "2025-12-04T08:01:35Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "4e4ffa44-3074-4ffd-8a69-30be01f3a306",
"access_rights": {
"id": "3e87c149-b4f7-415e-914e-ae8b9562e40a",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "482866a0-07ee-4e62-8880-4d7007291301",
"roles": [
"creator"
],
"person": {
"id": "8fa894e9-1fa9-4051-97bb-85e3f7c17887",
"name": "Henrikki Tenkanen",
"external_identifier": "https://orcid.org/0000-0002-0918-4710"
},
"organization": {
"id": "3ee7a70d-b976-4a70-b243-1c5504cd0247",
"pref_label": {
"en": "Department of Built Environment",
"fi": "Department of Built Environment",
"sv": "Department of Built Environment",
"und": "Department of Built Environment"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T213",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "6cc11411-9b94-4983-ae40-d9c98d797e82",
"roles": [
"publisher"
],
"organization": {
"id": "651110c6-e278-43d3-8ec9-d2a07cbba40f",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Support Python 3.9 (#122, #106)Use Github Actions for CI (#95)Drop Travis CI (#95)Add contribution guidelines (#90)Follow PEP8 style guide and add linting test for CI using Black \r\n\r\nThe title and description of this software correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.3755057",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5561232"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "HTenkanen/pyrosm: v0.6.1"
},
"created": "2025-12-04T08:01:33Z",
"modified": "2026-03-26T06:44:37Z",
"dataset_versions": [
{
"id": "4e4ffa44-3074-4ffd-8a69-30be01f3a306",
"title": {
"en": "HTenkanen/pyrosm: v0.6.1"
},
"persistent_identifier": "doi:10.5281/zenodo.3755057",
"state": "published",
"created": "2025-12-04T08:01:33Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "c21d4a7c-45cc-48b2-b767-59bcb01200d9",
"access_rights": {
"id": "9f3aaea8-f3e0-47ab-8c4c-51a724befcee",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "53432ed1-de1e-4b16-a5ae-1013d9553d42",
"roles": [
"creator"
],
"person": {
"id": "f22e1ecd-266e-4336-bcb4-33cd07f1d5e7",
"name": "Juho Timonen",
"external_identifier": "https://orcid.org/0000-0003-2341-6765"
},
"organization": {
"id": "c9bd4e06-8ad8-46bd-b6aa-d87b5c72cc98",
"pref_label": {
"en": "Department of Computer Science",
"fi": "Department of Computer Science",
"sv": "Department of Computer Science",
"und": "Department of Computer Science"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T313",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "fa74a3b9-6ee6-4cff-9ea8-ab4b8dc60d38",
"roles": [
"publisher"
],
"organization": {
"id": "bd31bdf5-7412-430b-acb4-a3670afdb1a6",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "See NEWS.md.\r\n\r\nThe title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.3563475",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5524842"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "jtimonen/lgpr: v1.1.5"
},
"created": "2025-12-04T08:01:31Z",
"modified": "2026-03-26T06:44:34Z",
"dataset_versions": [
{
"id": "c21d4a7c-45cc-48b2-b767-59bcb01200d9",
"title": {
"en": "jtimonen/lgpr: v1.1.5"
},
"persistent_identifier": "doi:10.5281/zenodo.3563475",
"state": "published",
"created": "2025-12-04T08:01:31Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "14c42f6d-0aba-40dd-bcdc-65aa0b1e3674",
"access_rights": {
"id": "b6af167b-51f7-43c2-9cfd-1f62fd4017a3",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "c39abd3a-8178-4502-b325-a61e3e818f31",
"roles": [
"creator"
],
"person": {
"id": "0f3c478b-1c9f-4ec4-bf99-5860df5a7fbd",
"name": "Yanzhou Wang"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "d51a390a-e366-48fe-a3ce-07a60e1cbc06",
"roles": [
"creator"
],
"person": {
"id": "2e593af9-f8ac-465e-b20f-5f7648492a09",
"name": "Miguel A. Caro",
"external_identifier": "https://orcid.org/0000-0001-9304-4261"
},
"organization": {
"id": "ba189058-f2f0-4f47-88f3-50c70776f197",
"pref_label": {
"en": "Department of Electrical Engineering and Automation",
"fi": "Department of Electrical Engineering and Automation",
"sv": "Department of Electrical Engineering and Automation",
"und": "Department of Electrical Engineering and Automation"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T410",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "80f289a3-993b-4c68-ab1b-2a2c1d76df8b",
"roles": [
"publisher"
],
"organization": {
"id": "f305716f-6074-4b11-8623-c9a81061e8c3",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "These nanoporous (NP) carbon atomic structures, in extendend XYZ format, have been generated using a melt-graphitization-quench molecular dynamics (MD) protocol using a Gaussian interatomic potential (GAP) for amorphous carbon [1]. Simulation details and characterization of structural and mechanical properties will follow shortly in a scientific paper.\r\n\r\nReferences\r\n\r\n[1] M.A. Caro. GAP interatomic potential for amorphous carbon (2.0) [Data set]. Zenodo, 10.5281/zenodo.5243184 (2021)."
},
"field_of_science": [
{
"id": "1eb385fb-4094-438b-9c44-602969f29bff",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta221",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Nano-technology",
"fi": "Nanoteknologia",
"sv": "Nanoteknologi"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5512594",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5512595"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Nanoporous carbon structures of different densities generated through GAP molecular dynamics"
},
"created": "2025-12-04T08:01:29Z",
"modified": "2026-03-26T06:44:32Z",
"dataset_versions": [
{
"id": "14c42f6d-0aba-40dd-bcdc-65aa0b1e3674",
"title": {
"en": "Nanoporous carbon structures of different densities generated through GAP molecular dynamics"
},
"persistent_identifier": "doi:10.5281/zenodo.5512594",
"state": "published",
"created": "2025-12-04T08:01:29Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "d81c0ba5-285e-42e4-a2cb-b1f30e2d1138",
"access_rights": {
"id": "d7b6cf7a-e2d4-4177-b216-8e422c1fd8fc",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "21fbd8f4-cd10-40a7-8962-9af2c80f4f98",
"roles": [
"creator"
],
"person": {
"id": "dbaa1ef6-a4de-4b38-b2ee-f0c1eca060e2",
"name": "Marko Terviö",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "0dfd6ef4-5c03-45c2-b545-ce2a62e9b216",
"pref_label": {
"en": "Department of Economics",
"fi": "Department of Economics",
"sv": "Department of Economics",
"und": "Department of Economics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-E703",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "b6953965-1c09-447c-a2f8-df7b72514b50",
"roles": [
"creator"
],
"person": {
"id": "b4f65017-1afa-4b66-ae51-e725ae73076a",
"name": "Niku Määttänen",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "a5f4935c-4c0e-44f6-a7d6-71b946913649",
"pref_label": {
"en": "University of Helsinki",
"fi": "Helsingin yliopisto",
"sv": "Helsingfors universitet",
"und": "Helsingin yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/01901",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
},
{
"id": "4cd065ea-240b-48a1-ac4e-56296db7489b",
"roles": [
"publisher"
],
"organization": {
"id": "8665a045-8871-40e6-9ca4-96c9a831635f",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Replication package for: Määttänen, Niku and Terviö, Marko, 2021. \"Welfare Effects of Housing Transaction Taxes: A Quantitative Analysis with an Assignment Model\". Forthcoming in Economic Journal."
},
"field_of_science": [
{
"id": "1f47813c-ce5e-4823-b02b-8c1a085a4436",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta511",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Economics",
"fi": "Kansantaloustiede",
"sv": "Nationalekonomi"
}
}
],
"infrastructure": [],
"issued": "2021-09-15",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5510242",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5510243"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Replication package for \"Welfare Effects of Housing Transaction Taxes: A Quantitative Analysis with an Assignment Model\""
},
"created": "2025-12-04T08:01:27Z",
"modified": "2026-03-26T06:44:29Z",
"dataset_versions": [
{
"id": "d81c0ba5-285e-42e4-a2cb-b1f30e2d1138",
"title": {
"en": "Replication package for \"Welfare Effects of Housing Transaction Taxes: A Quantitative Analysis with an Assignment Model\""
},
"persistent_identifier": "doi:10.5281/zenodo.5510242",
"state": "published",
"created": "2025-12-04T08:01:27Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "a5c3c6f2-ccee-446e-a7d4-0d64aceea66e",
"access_rights": {
"id": "1c26df99-f605-4b08-8067-293269fd48f8",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "48bbad86-0534-4d06-925c-7646f4723997",
"roles": [
"creator"
],
"person": {
"id": "56edd190-3331-48f2-b074-1b06d74adfdb",
"name": "Jaan Tollander de Balsch",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "102590b0-4240-4cef-8185-5f5c7c4a2f5e",
"pref_label": {
"en": "Department of Mathematics and Systems Analysis",
"fi": "Department of Mathematics and Systems Analysis",
"sv": "Department of Mathematics and Systems Analysis",
"und": "Department of Mathematics and Systems Analysis"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "7e640399-7700-4485-8917-31c3c0919c68",
"roles": [
"publisher"
],
"organization": {
"id": "dd36da3e-23b0-4c94-a23e-b3603226a6d4",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "The title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5229908",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5229909"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "jaantollander/publication-demo: Initial Release"
},
"created": "2025-12-04T08:01:25Z",
"modified": "2026-03-26T06:44:27Z",
"dataset_versions": [
{
"id": "a5c3c6f2-ccee-446e-a7d4-0d64aceea66e",
"title": {
"en": "jaantollander/publication-demo: Initial Release"
},
"persistent_identifier": "doi:10.5281/zenodo.5229908",
"state": "published",
"created": "2025-12-04T08:01:25Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "58cc1653-d19b-489d-8c21-1baf967f90b2",
"access_rights": {
"id": "9f9c465e-dfa3-4e67-b4e2-721c5a32f8ba",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "bd572829-be72-4fcb-9b1a-beaf05c93357",
"roles": [
"creator"
],
"person": {
"id": "94253c45-265f-4963-b464-984c0f2668fe",
"name": "Jaan Tollander de Balsch",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "102590b0-4240-4cef-8185-5f5c7c4a2f5e",
"pref_label": {
"en": "Department of Mathematics and Systems Analysis",
"fi": "Department of Mathematics and Systems Analysis",
"sv": "Department of Mathematics and Systems Analysis",
"und": "Department of Mathematics and Systems Analysis"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "af848403-38df-4e3f-97b5-c51b83514de5",
"roles": [
"publisher"
],
"organization": {
"id": "2652695d-1974-45d7-8b17-df6c98f1cb20",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "CellLists v0.1.0\r\nInitial release\r\n\r\nThe title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5075062",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5075063"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "jaantollander/CellLists.jl: v0.1.0"
},
"created": "2025-12-04T08:01:23Z",
"modified": "2026-03-26T06:44:24Z",
"dataset_versions": [
{
"id": "58cc1653-d19b-489d-8c21-1baf967f90b2",
"title": {
"en": "jaantollander/CellLists.jl: v0.1.0"
},
"persistent_identifier": "doi:10.5281/zenodo.5075062",
"state": "published",
"created": "2025-12-04T08:01:23Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "def2405a-5581-44dd-876d-3e2a31ff30bc",
"access_rights": {
"id": "971ec3d4-e5a4-4ac0-90e5-5670fd1d0d4d",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "4d8f4562-cb2d-44ff-a4db-c6c3e9dce813",
"roles": [
"creator"
],
"person": {
"id": "023d02ca-fb4c-43f6-9dda-07d3ff721772",
"name": "Jaan Tollander de Balsch",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "102590b0-4240-4cef-8185-5f5c7c4a2f5e",
"pref_label": {
"en": "Department of Mathematics and Systems Analysis",
"fi": "Department of Mathematics and Systems Analysis",
"sv": "Department of Mathematics and Systems Analysis",
"und": "Department of Mathematics and Systems Analysis"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "e66eb9e5-c15a-4598-b65c-14ab599bd7a3",
"roles": [
"publisher"
],
"organization": {
"id": "93b78a18-fab4-4671-872b-f9212f55cba7",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Example of how to produce scientific, academic, and technical PDF documents such as essays, reports, or thesis by writing Markdown and converting with Pandoc via LaTeX. We also included build and release automation with GitHub actions.\r\n\r\nThe title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.5035129",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5035130"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "jaantollander/pandoc-markdown-latex-pdf: v0.1.0"
},
"created": "2025-12-04T08:01:21Z",
"modified": "2026-03-26T06:44:22Z",
"dataset_versions": [
{
"id": "def2405a-5581-44dd-876d-3e2a31ff30bc",
"title": {
"en": "jaantollander/pandoc-markdown-latex-pdf: v0.1.0"
},
"persistent_identifier": "doi:10.5281/zenodo.5035129",
"state": "published",
"created": "2025-12-04T08:01:21Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "095809ea-f293-4dc2-88a7-21033f21711c",
"access_rights": {
"id": "6f54ea73-f9e3-4b7d-bdf4-86b4d560740a",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "69c5b10c-2a01-4f06-b19f-f3851c02ac95",
"roles": [
"creator"
],
"person": {
"id": "98cdb5bc-0b1f-4b0f-8cc4-9b3f1adaa347",
"name": "Nitin Williams",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "0d1428b7-72d5-41f9-ac60-c9d988198efd",
"pref_label": {
"en": "Department of Neuroscience and Biomedical Engineering",
"fi": "Department of Neuroscience and Biomedical Engineering",
"sv": "Department of Neuroscience and Biomedical Engineering",
"und": "Department of Neuroscience and Biomedical Engineering"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T314",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "2837a2f7-91cc-41d6-a682-03d424b6b658",
"roles": [
"publisher"
],
"organization": {
"id": "73c4b5b6-cdbf-4730-8ee3-8c097f48bf75",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "WilsonCowan_constantdelays.m - MATLAB implementation of a network of Wilson-Cowan neural population models, interacting via constant delays.\r\n\r\nWilsonCowan_variabledelays.m - MATLAB implementation of a network of Wilson-Cowan neural population models, interacting via connection-specific delays.\r\n\r\nThe title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.4817654",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/5166734"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "MATLAB implementations of networks of Wilson-Cowan oscillators with delayed interactions"
},
"created": "2025-12-04T08:01:19Z",
"modified": "2026-03-26T06:44:20Z",
"dataset_versions": [
{
"id": "095809ea-f293-4dc2-88a7-21033f21711c",
"title": {
"en": "MATLAB implementations of networks of Wilson-Cowan oscillators with delayed interactions"
},
"persistent_identifier": "doi:10.5281/zenodo.4817654",
"state": "published",
"created": "2025-12-04T08:01:19Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "fc133d48-b847-47f1-a649-0f1cdcc9a0dc",
"access_rights": {
"id": "10de4404-658d-4bce-87cc-4ec547204424",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "3f1b7ad9-a76d-4656-be72-5cc3adef058a",
"roles": [
"creator"
],
"person": {
"id": "fb411fde-6032-44ce-b854-082449291e5c",
"name": "Harri Hakula",
"external_identifier": "https://orcid.org/0000-0003-2597-8294"
},
"organization": {
"id": "102590b0-4240-4cef-8185-5f5c7c4a2f5e",
"pref_label": {
"en": "Department of Mathematics and Systems Analysis",
"fi": "Department of Mathematics and Systems Analysis",
"sv": "Department of Mathematics and Systems Analysis",
"und": "Department of Mathematics and Systems Analysis"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T302",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "c363bd09-2334-434c-ac77-a3283d1dc550",
"roles": [
"publisher"
],
"organization": {
"id": "61970932-fc92-4272-ae13-d3d4e4a3072a",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Source code for\r\n\"CONFORMAL MODULI OF SYMMETRIC CIRCULAR QUADRILATERALS WITH CUSPS\"\r\nHarri Hakula, Harri.Hakula@aalto.fi Semen Nasyrov, Semen.Nasyrov@yandex.ru Matti Vuorinen, vuorinen@utu.fi\r\n\r\nThe title and description of this software/code correspond with the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.4718319",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/4718350"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "hhakula/hnv: Publication"
},
"created": "2025-12-04T08:01:17Z",
"modified": "2026-03-26T06:44:17Z",
"dataset_versions": [
{
"id": "fc133d48-b847-47f1-a649-0f1cdcc9a0dc",
"title": {
"en": "hhakula/hnv: Publication"
},
"persistent_identifier": "doi:10.5281/zenodo.4718319",
"state": "published",
"created": "2025-12-04T08:01:17Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "a120b14b-6447-414f-858b-766fb38825ad",
"access_rights": {
"id": "cbf0fa07-6279-4d2f-a552-45bf0a066334",
"license": [
{
"id": "5a00a777-42a2-41a9-9911-968146f7e53f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/other",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Other",
"fi": "Muu"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "1d63e3f3-028a-44be-b7dd-06c6a9751e97",
"roles": [
"creator"
],
"person": {
"id": "21d8e92d-1854-4aa3-a87a-017b1ed5074d",
"name": "Annika Stuke",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "219e2b5e-a291-4738-b49a-2fb600c43894",
"pref_label": {
"en": "Department of Applied Physics",
"fi": "Department of Applied Physics",
"sv": "Department of Applied Physics",
"und": "Department of Applied Physics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T304",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "91dd9e63-030c-4e03-bdcc-1a73bc41b625",
"roles": [
"publisher"
],
"organization": {
"id": "509739e3-faaf-4a6b-ba28-8e74b53b8bf4",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "Python code for the optimization of hyperparameters in machine learning (ML), applied to a problem in chemical physics. The ML model at hand is based on kernel ridge regression (KRR) and predicts molecular orbital energies. The hyperparameters in this setup stem from two sources: the KRR method itself and the descriptors for the atomic structure of molecules, resulting in the simultaneous optimization of up two 6 hyperparameters. This repository includes code for three different optimization methods: Bayesian optimization (BO), grid search and random search.\r\n\r\nThe title and description of this software correspond to the situation when the software metadata was imported to ACRIS. The most recent version of metadata is available in the original repository."
},
"field_of_science": [
{
"id": "f8d5f9ab-1c7d-4c5c-8ed5-e9ce964d798d",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta114",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Physical sciences",
"fi": "Fysiikka",
"sv": "Fysik"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.4646903",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/4646904"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "astuke/HyperTune: Optimization of machine learning hyperparameters in chemical physics"
},
"created": "2025-12-04T08:01:12Z",
"modified": "2026-03-26T06:44:15Z",
"dataset_versions": [
{
"id": "a120b14b-6447-414f-858b-766fb38825ad",
"title": {
"en": "astuke/HyperTune: Optimization of machine learning hyperparameters in chemical physics"
},
"persistent_identifier": "doi:10.5281/zenodo.4646903",
"state": "published",
"created": "2025-12-04T08:01:12Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
},
{
"id": "a7284026-39cd-4c59-9c9a-57cad1513d03",
"access_rights": {
"id": "314b02b2-3510-4eff-9335-60ffc73c32c2",
"license": [
{
"id": "add72c17-4fca-4d00-a2c7-b849c424c42f",
"url": "http://uri.suomi.fi/codelist/fairdata/license/code/CC-BY-4.0",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/license",
"pref_label": {
"en": "Creative Commons Attribution 4.0 International (CC BY 4.0)",
"fi": "Creative Commons Nimeä 4.0 Kansainvälinen (CC BY 4.0)"
}
}
],
"access_type": {
"id": "b41462f7-00bf-4e50-935b-2bf1184453a7",
"url": "http://uri.suomi.fi/codelist/fairdata/access_type/code/open",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/access_type",
"pref_label": {
"en": "Open",
"fi": "Avoin"
}
},
"restriction_grounds": []
},
"actors": [
{
"id": "839dbdf9-ebf3-4d87-8b80-b757e20fd375",
"roles": [
"creator"
],
"person": {
"id": "d4368b5b-e696-4603-926d-43ac96230b09",
"name": "Kinza Maham",
"external_identifier": "https://orcid.org/"
},
"organization": {
"id": "34173a0a-0f24-4c9f-bbcc-bce1b145093c",
"pref_label": {
"en": "Department of Signal Processing and Acoustics",
"fi": "Department of Signal Processing and Acoustics",
"sv": "Department of Signal Processing and Acoustics",
"und": "Department of Signal Processing and Acoustics"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076-T405",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization",
"parent": {
"id": "2f9f9011-4061-4a93-96af-768471abada7",
"pref_label": {
"en": "Aalto University",
"fi": "Aalto-yliopisto",
"sv": "Aalto-universitetet",
"und": "Aalto-yliopisto"
},
"url": "http://uri.suomi.fi/codelist/fairdata/organization/code/10076",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/organization"
}
}
},
{
"id": "90e1e9f1-cc66-45db-8b8d-0be42cf0731a",
"roles": [
"publisher"
],
"organization": {
"id": "53f8a7fe-a82e-4159-ab43-b34fe1a1a76f",
"pref_label": {
"en": "Zenodo",
"fi": "Zenodo",
"sv": "Zenodo"
}
}
}
],
"cumulative_state": 0,
"data_catalog": "urn:nbn:fi:att:data-catalog-acris",
"description": {
"en": "This text and the attached codes are related with a submitted manuscript [K. Maham, P. Kärhä, and E. Ikonen, “Spectral mismatch uncertainty estimation in solar cell calibration using Monte Carlo simulation,” (submitted)]. Various comments in the code refer to equations in this manuscript. A link to the article will be added after acceptance.\r\n\r\nThis software package can be used to make a Monte Carlo simulation-based analysis of the uncertainty of the spectral mismatch factor in a solar cell calibration. The input parameters of the analysis include uncertainties of the spectral irradiance, spectral responsivity of the reference cell, and the spectral responsivity of the solar cell under test. Spectral irradiance has been further divided into its subcomponents; calibration, signal to noise ratio, bandwidth, wavelength, and stability that all contribute to the uncertainty.\r\n\r\nThe unique feature of this analysis is that it considers effects of possible correlations that may cause systematic spectrally varying errors in the spectral quantities. The code generates spectrally varying errors functions that go through possible scenarios of errors that the uncertainties permit. Resulting variances can be used to estimate boundaries of the uncertainties; maximum in a case of severe correlations, minimum in the case of full (unity) correlation, and random for the case of no correlations. These can be further used to derive the most likely uncertainty as the average of the three figures obtained.\r\n\r\nThere are four data files in this package that are required to run the code.\r\n\r\n1. E_sun.txt file contains the spectral irradiance AM1.5G that is the standardized spectrum to be used in calibration of solar cells.\r\n\r\n2. E_meas.txt contains the spectral irradiance of the solar simulator and the corresponding uncertainties. The contents of the text file are as follows:\r\n\r\nColumn Content\r\n\r\n1 Wavelength / nm\r\n\r\n2 Spectral irradiance of the solar simulator / W/m²nm\r\n\r\n3 Uncertainty due to Signal-to-Noise ratio / %\r\n\r\n4 Uncertainty due to Radiometric Calibration / %\r\n\r\n5 Uncertainty due to Stability / %\r\n\r\n6 Uncertainty due to Bandwidth / %\r\n\r\n7 Uncertainty due to Wavelength / %\r\n\r\n3. S_ref.txt contains the spectral responsivity of the reference cell and the corresponding uncertainty. The contents of the text file are as follows:\r\n\r\nColumn Content\r\n\r\n1 Wavelength / nm\r\n\r\n2 Spectral responsivity of the reference cell / mA m²/W\r\n\r\n3 Uncertainty in spectral responsivity of the reference cell / mA m²/W\r\n\r\n4 Relative uncertainty in the spectral responsivity of the reference cell / %\r\n\r\n4. S_DUT contains the spectral responsivity of the detector under test and the corresponding uncertainty. The contents of the text file are as follows:\r\n\r\nColumn Content\r\n\r\n1 Wavelength / nm\r\n\r\n2 Spectral responsivity of the detector under test / m Am²/W\r\n\r\n3 Uncertainty in spectral responsivity of the detector under test / mA m²/W\r\n\r\n4 Relative uncertainty in the spectral responsivity of the detector under test / %\r\n\r\n \r\n\r\nAll uncertainties in the files are given as expanded uncertainties with coverage factor k = 2. The uncertainties that the code gives are standard uncertainties with coverage factor k = 1.\r\n\r\nThere are two Matlab code files provided in this package. MC_smm_main.m is the main code file that is to be run. MC_simulation.m is a function file supplementing the main code.\r\n\r\nMC_smm_main.m reads the input parameters' data from the four data files and interpolates all data to 290 nm - 1200 nm wavelengths with a step size of 1. The number of runs and the number of base functions is also defined in the main file. The main code generates a plot with number of base functions N on the x-axis and the standard uncertainty / % on the y-axis for the input parameter under study.\r\n\r\nMC_simulation.m is a function file. It creates orthogonal base functions and generates normally distributed random numbers that are used to produce weights \"delta\" for the N base functions. The weights and the base functions are used to produce distorted spectra of the parameter under study. This parameter is then inserted in Equation 1 in the function code file (line 75 - 84). The function file returns the standard uncertainty. The function is called in the main code file in lines 50 – 56.\r\n\r\nIn addition to the plot, the software generates a .txt file which contains the number of base functions N as column 1 and the Standard uncertainty / % as column 2 for the input parameter under study. As default, the software performs Monte Carlo analysis of the spectral responsivity of the detector under test. To test effect of other parameters, lines 26-32 are to be modified in the main code file (MC_smm_main.m). Also, lines 19 - 21 and lines 75 - 84 in the function file (MC_simulation.m) are to be modified as per the instructions provided in the code.\r\n\r\nThe code is to be repeated with all input parameters. The resulting data can then be used to estimate uncertainties for varying cases of possible correlations."
},
"field_of_science": [
{
"id": "cfd80611-c263-4bde-bab8-11502ec390b5",
"url": "http://www.yso.fi/onto/okm-tieteenala/ta113",
"in_scheme": "http://www.yso.fi/onto/okm-tieteenala/conceptscheme",
"pref_label": {
"en": "Computer and information sciences",
"fi": "Tietojenkäsittely ja informaatiotieteet",
"sv": "Data- och informationsvetenskap"
}
}
],
"infrastructure": [],
"issued": "1970-01-01",
"keyword": [],
"language": [],
"metadata_owner": {
"id": "829302c3-f5d4-4d20-9ec3-5148bcf385cc",
"organization": "aalto.fi",
"admin_organization": "aalto.fi"
},
"other_identifiers": [],
"persistent_identifier": "doi:10.5281/zenodo.4643969",
"pid_generated_by_fairdata": false,
"projects": [],
"provenance": [],
"relation": [],
"remote_resources": [
{
"title": {
"en": "Data in remote location",
"fi": "Aineisto ulkoisessa palvelussa",
"sv": "Material i en extern tjänst",
"und": "Data in remote location"
},
"use_category": {
"id": "1ad1b146-d147-45db-a2fd-1096abc94984",
"url": "http://uri.suomi.fi/codelist/fairdata/use_category/code/source",
"in_scheme": "http://uri.suomi.fi/codelist/fairdata/use_category",
"pref_label": {
"en": "Source material",
"fi": "Lähdeaineisto"
}
},
"download_url": "https://zenodo.org/record/4643970"
}
],
"spatial": [],
"state": "published",
"temporal": [],
"theme": [],
"title": {
"en": "Spectral mismatch uncertainty estimation in solar cell calibration using Monte Carlo simulation"
},
"created": "2025-12-04T08:01:10Z",
"modified": "2026-03-26T06:44:12Z",
"dataset_versions": [
{
"id": "a7284026-39cd-4c59-9c9a-57cad1513d03",
"title": {
"en": "Spectral mismatch uncertainty estimation in solar cell calibration using Monte Carlo simulation"
},
"persistent_identifier": "doi:10.5281/zenodo.4643969",
"state": "published",
"created": "2025-12-04T08:01:10Z",
"version": 1
}
],
"published_revision": 2,
"version": 1,
"api_version": 3,
"metadata_repository": "Fairdata"
}
]
}
