{"id":"https://openalex.org/W4405715416","doi":"https://doi.org/10.48550/arxiv.2412.15859","title":"PyBOP: A Python package for battery model optimisation and parameterisation","display_name":"PyBOP: A Python package for battery model optimisation and parameterisation","publication_year":2024,"publication_date":"2024-12-20","ids":{"openalex":"https://openalex.org/W4405715416","doi":"https://doi.org/10.48550/arxiv.2412.15859"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2412.15859","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.15859","pdf_url":"https://arxiv.org/pdf/2412.15859","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2412.15859","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018487210","display_name":"Brady Planden","orcid":"https://orcid.org/0000-0002-1082-9125"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Planden, Brady","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078508182","display_name":"Nicola E. Courtier","orcid":"https://orcid.org/0000-0002-5714-1096"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Courtier, Nicola E.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060072866","display_name":"Martin Robinson","orcid":"https://orcid.org/0000-0002-1572-6782"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robinson, Martin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078265926","display_name":"Ayush Khetarpal","orcid":"https://orcid.org/0000-0002-1112-1786"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khetarpal, Agriya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030244539","display_name":"Ferran Brosa Planella","orcid":"https://orcid.org/0000-0001-6363-2812"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Planella, Ferran Brosa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5009307212","display_name":"David A. Howey","orcid":"https://orcid.org/0000-0002-0620-3955"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Howey, David A.","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.9347437024116516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5552859306335449},{"id":"https://openalex.org/keywords/r-package","display_name":"R package","score":0.42262449860572815},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.41482362151145935},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3417114317417145}],"concepts":[{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.9347437024116516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5552859306335449},{"id":"https://openalex.org/C2984074130","wikidata":"https://www.wikidata.org/wiki/Q73539779","display_name":"R package","level":2,"score":0.42262449860572815},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.41482362151145935},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3417114317417145}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2412.15859","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.15859","pdf_url":"https://arxiv.org/pdf/2412.15859","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:doi:10.5281/zenodo.17711655","is_oa":true,"landing_page_url":"https://github.com/pybop-team/PyBOP/tree/v26.3","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Software"},{"id":"doi:10.48550/arxiv.2412.15859","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2412.15859","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2412.15859","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2412.15859","pdf_url":"https://arxiv.org/pdf/2412.15859","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4405715416.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2207495067","https://openalex.org/W1906486629","https://openalex.org/W4401016539","https://openalex.org/W4400651710","https://openalex.org/W4405093211","https://openalex.org/W4403672447","https://openalex.org/W1486009489"],"abstract_inverted_index":{"The":[0],"Python":[1],"Battery":[2],"Optimisation":[3],"and":[4,12,20,42,75,92,97,109,111,117],"Parameterisation":[5],"(PyBOP)":[6],"package":[7],"provides":[8],"methods":[9],"for":[10,35,62,88,105],"estimating":[11],"optimising":[13],"battery":[14,37,115],"model":[15,73],"parameters,":[16],"offering":[17],"both":[18],"deterministic":[19],"stochastic":[21],"approaches":[22],"with":[23,81,86],"example":[24],"workflows":[25],"to":[26],"assist":[27],"users.":[28],"PyBOP":[29,57,78],"enables":[30],"parameter":[31],"identification":[32],"from":[33],"data":[34],"various":[36],"models,":[38],"including":[39],"the":[40,48,54,95],"electrochemical":[41],"equivalent":[43],"circuit":[44],"models":[45],"provided":[46],"by":[47],"popular":[49],"open-source":[50],"PyBaMM":[51],"package.":[52],"Using":[53],"same":[55],"approaches,":[56],"can":[58,102],"also":[59],"be":[60,103],"used":[61,104],"design":[63,76,112],"optimisation":[64,80],"under":[65],"user-defined":[66],"operating":[67],"conditions":[68],"across":[69],"a":[70,82],"variety":[71],"of":[72,84,94],"structures":[74],"goals.":[77],"facilitates":[79],"range":[83],"methods,":[85],"diagnostics":[87],"examining":[89],"optimiser":[90],"performance":[91],"convergence":[93],"cost":[96],"corresponding":[98],"parameters.":[99],"Identified":[100],"parameters":[101],"prediction,":[106],"on-line":[107],"estimation":[108],"control,":[110],"optimisation,":[113],"accelerating":[114],"research":[116],"development.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}