{ "access": { "embargo": { "active": false, "reason": null }, "files": "public", "record": "public", "status": "open" }, "created": "2025-02-25T15:44:59.585775+00:00", "custom_fields": { "journal:journal": { "issn": "2041-1723", "title": "Nature Communications" } }, "deletion_status": { "is_deleted": false, "status": "P" }, "files": { "count": 2, "enabled": true, "entries": { "Lab.zip": { "access": { "hidden": false }, "checksum": "md5:67a9ce268bd762cb33bf39a9560abb5b", "ext": "zip", "id": "6178c2a7-43a4-4c72-93b9-c66a2f8a5e2e", "key": "Lab.zip", "links": { "content": "https://zenodo.org/api/records/14925543/files/Lab.zip/content", "self": "https://zenodo.org/api/records/14925543/files/Lab.zip" }, "metadata": {}, "mimetype": "application/zip", "size": 37766, "storage_class": "L" }, "Synthetic.zip": { "access": { "hidden": false }, "checksum": "md5:b9c8cecaee1ff057215ec46de651ff69", "ext": "zip", "id": "f0352072-6fa9-4d64-a674-a04215f7a62e", "key": "Synthetic.zip", "links": { "content": "https://zenodo.org/api/records/14925543/files/Synthetic.zip/content", "self": "https://zenodo.org/api/records/14925543/files/Synthetic.zip" }, "metadata": {}, "mimetype": "application/zip", "size": 685850110, "storage_class": "L" } }, "order": [], "total_bytes": 685887876 }, "id": "14925543", "is_draft": false, "is_published": true, "links": { "access": "https://zenodo.org/api/records/14925543/access", "access_grants": "https://zenodo.org/api/records/14925543/access/grants", "access_links": "https://zenodo.org/api/records/14925543/access/links", "access_request": "https://zenodo.org/api/records/14925543/access/request", "access_users": "https://zenodo.org/api/records/14925543/access/users", "archive": "https://zenodo.org/api/records/14925543/files-archive", "archive_media": "https://zenodo.org/api/records/14925543/media-files-archive", "communities": "https://zenodo.org/api/records/14925543/communities", "communities-suggestions": "https://zenodo.org/api/records/14925543/communities-suggestions", "doi": "https://doi.org/10.5281/zenodo.14925543", "draft": "https://zenodo.org/api/records/14925543/draft", "file_modification": "https://zenodo.org/api/records/14925543/file-modification", "files": "https://zenodo.org/api/records/14925543/files", "latest": "https://zenodo.org/api/records/14925543/versions/latest", "latest_html": "https://zenodo.org/records/14925543/latest", "media_files": "https://zenodo.org/api/records/14925543/media-files", "parent": "https://zenodo.org/api/records/13768728", "parent_doi": "https://doi.org/10.5281/zenodo.13768728", "parent_doi_html": "https://zenodo.org/doi/10.5281/zenodo.13768728", "parent_html": "https://zenodo.org/records/13768728", "preview_html": "https://zenodo.org/records/14925543?preview=1", "quota_increase": "https://zenodo.org/api/records/14925543/quota-increase", "request_deletion": "https://zenodo.org/api/records/14925543/request-deletion", "requests": "https://zenodo.org/api/records/14925543/requests", "reserve_doi": "https://zenodo.org/api/records/14925543/draft/pids/doi", "self": "https://zenodo.org/api/records/14925543", "self_doi": "https://doi.org/10.5281/zenodo.14925543", "self_doi_html": "https://zenodo.org/doi/10.5281/zenodo.14925543", "self_html": "https://zenodo.org/records/14925543", "self_iiif_manifest": "https://zenodo.org/api/iiif/record:14925543/manifest", "self_iiif_sequence": "https://zenodo.org/api/iiif/record:14925543/sequence/default", "versions": "https://zenodo.org/api/records/14925543/versions" }, "media_files": { "count": 0, "enabled": false, "entries": {}, "order": [], "total_bytes": 0 }, "metadata": { "creators": [ { "affiliations": [ { "id": "02kpeqv85", "identifiers": [ { "identifier": "02kpeqv85", "scheme": "ror" }, { "identifier": "grid.258799.8", "scheme": "grid" }, { "identifier": "0000 0004 0372 2033", "scheme": "isni" } ], "name": "Kyoto University" } ], "person_or_org": { "family_name": "Norisugi", "given_name": "Reiju", "identifiers": [ { "identifier": "0009-0002-6610-9482", "scheme": "orcid" } ], "name": "Norisugi, Reiju", "type": "personal" }, "role": { "id": "contactperson", "title": { "de": "Kontaktperson", "en": "Contact person" } } }, { "affiliations": [ { "id": "02kpeqv85", "identifiers": [ { "identifier": "02kpeqv85", "scheme": "ror" }, { "identifier": "grid.258799.8", "scheme": "grid" }, { "identifier": "0000 0004 0372 2033", "scheme": "isni" } ], "name": "Kyoto University" } ], "person_or_org": { "family_name": "Kaneko", "given_name": "Yoshihiro", "identifiers": [ { "identifier": "0000-0003-2342-0131", "scheme": "orcid" } ], "name": "Kaneko, Yoshihiro", "type": "personal" }, "role": { "id": "researcher", "title": { "de": "WissenschaftlerIn", "en": "Researcher" } } }, { "affiliations": [ { "name": "Kyoto University" } ], "person_or_org": { "family_name": "Rouet-Leduc", "given_name": "Bertrand", "identifiers": [ { "identifier": "0000-0002-2791-7949", "scheme": "orcid" } ], "name": "Rouet-Leduc, Bertrand", "type": "personal" }, "role": { "id": "researcher", "title": { "de": "WissenschaftlerIn", "en": "Researcher" } } } ], "dates": [ { "date": "2025-02-26", "type": { "id": "created", "title": { "de": "Erstellt", "en": "Created" } } } ], "description": "

Numerical data and Python scripts used to make Figures in the manuscript entitled \"Machine Learning Predicts Meter-Scale Laboratory Earthquakes\". We provide the data and scripts to create Figures 1 to 6 from the main text and Figures S1 to S15 from the supplementary information. Note that you should download the experimental catalog of Yamashita et al. (Nature Comm, 2021) and address the request for shear force data (experimental number LB12-011) to Futoshi Yamashita, the organizer of the target experiment. This code is developed using Python 3.11.7.

", "languages": [ { "id": "eng", "title": { "en": "English" } } ], "publication_date": "2025-02-26", "publisher": "Zenodo", "resource_type": { "id": "dataset", "title": { "de": "Datensatz", "en": "Dataset" } }, "rights": [ { "description": { "en": "The Creative Commons Attribution license allows re-distribution and re-use of a licensed work on the condition that the creator is appropriately credited." }, "icon": "cc-by-icon", "id": "cc-by-4.0", "props": { "scheme": "spdx", "url": "https://creativecommons.org/licenses/by/4.0/legalcode" }, "title": { "en": "Creative Commons Attribution 4.0 International" } } ], "subjects": [ { "subject": "Machine learning" }, { "subject": "Seismology" }, { "subject": "Earthquake cycle" }, { "subject": "Large-scale rock friction laboratory experiment" } ], "title": "Machine Learning Predicts Meter-Scale Laboratory Earthquakes", "version": "2" }, "parent": { "access": { "owned_by": { "user": "1056145" }, "settings": { "accept_conditions_text": null, "allow_guest_requests": false, "allow_user_requests": false, "secret_link_expiration": 0 } }, "communities": {}, "id": "13768728", "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.13768728", "provider": "datacite" } } }, "pids": { "doi": { "client": "datacite", "identifier": "10.5281/zenodo.14925543", "provider": "datacite" }, "oai": { "identifier": "oai:zenodo.org:14925543", "provider": "oai" } }, "revision_id": 10, "stats": { "all_versions": { "data_volume": 86107327048.0, "downloads": 383, "unique_downloads": 353, "unique_views": 302, "views": 313 }, "this_version": { "data_volume": 82991224484.0, "downloads": 210, "unique_downloads": 180, "unique_views": 272, "views": 282 } }, "status": "published", "swh": {}, "updated": "2025-11-09T06:51:46.926783+00:00", "versions": { "index": 2, "is_latest": true } }