{"id":"https://openalex.org/W4309134934","doi":"https://doi.org/10.1371/journal.pcbi.1010599","title":"Computationally efficient mechanism discovery for cell invasion with uncertainty quantification","display_name":"Computationally efficient mechanism discovery for cell invasion with uncertainty quantification","publication_year":2022,"publication_date":"2022-11-16","ids":{"openalex":"https://openalex.org/W4309134934","doi":"https://doi.org/10.1371/journal.pcbi.1010599","pmid":"https://pubmed.ncbi.nlm.nih.gov/36383612"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1010599","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1010599","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1010599","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016404574","display_name":"Daniel J. VandenHeuvel","orcid":"https://orcid.org/0000-0001-6462-0135"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Daniel J. VandenHeuvel","raw_affiliation_strings":["School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6462-0135","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070517866","display_name":"Christopher Drovandi","orcid":"https://orcid.org/0000-0001-9222-8763"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Christopher Drovandi","raw_affiliation_strings":["School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9222-8763","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060813398","display_name":"Matthew J. Simpson","orcid":"https://orcid.org/0000-0001-6254-313X"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Matthew J. Simpson","raw_affiliation_strings":["School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6254-313X","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5060813398"],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":0.868,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.71830452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"18","issue":"11","first_page":"e1010599","last_page":"e1010599"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10934","display_name":"Heat shock proteins research","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bootstrapping","display_name":"Bootstrapping (finance)","score":0.7804040312767029},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7303370237350464},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.6057040691375732},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5295844078063965},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48919677734375},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.4791673719882965},{"id":"https://openalex.org/keywords/experimental-data","display_name":"Experimental data","score":0.4713308811187744},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4678175151348114},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.446821391582489},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42297565937042236},{"id":"https://openalex.org/keywords/biological-data","display_name":"Biological data","score":0.42224451899528503},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4185771346092224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3614037334918976},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3415771424770355},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32367128133773804},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.20363083481788635},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.16729635000228882},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15437078475952148},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.1152242124080658},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10034173727035522}],"concepts":[{"id":"https://openalex.org/C207609745","wikidata":"https://www.wikidata.org/wiki/Q4944086","display_name":"Bootstrapping (finance)","level":2,"score":0.7804040312767029},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7303370237350464},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.6057040691375732},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5295844078063965},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48919677734375},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4791673719882965},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.4713308811187744},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4678175151348114},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.446821391582489},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42297565937042236},{"id":"https://openalex.org/C201797286","wikidata":"https://www.wikidata.org/wiki/Q4914986","display_name":"Biological data","level":2,"score":0.42224451899528503},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4185771346092224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3614037334918976},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3415771424770355},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32367128133773804},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.20363083481788635},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.16729635000228882},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15437078475952148},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.1152242124080658},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10034173727035522},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016011","descriptor_name":"Normal Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D035501","descriptor_name":"Uncertainty","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1371/journal.pcbi.1010599","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1010599","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:36383612","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36383612","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:RePEc:plo:pcbi00:1010599","is_oa":false,"landing_page_url":"https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1010599","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"},{"id":"pmh:oai:doaj.org/article:fc27660e255445c2a039d7c5f7763b53","is_oa":true,"landing_page_url":"https://doaj.org/article/fc27660e255445c2a039d7c5f7763b53","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 18, Iss 11, p e1010599 (2022)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9710850","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9710850","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"PLoS Comput Biol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1010599","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1010599","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1180907040","display_name":null,"funder_award_id":"DP200100177","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G1633272845","display_name":null,"funder_award_id":"FT210100260.","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G3372272549","display_name":null,"funder_award_id":"FT210100260","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"},{"id":"https://openalex.org/G4114997112","display_name":null,"funder_award_id":"DP200100177.","funder_id":"https://openalex.org/F4320334704","funder_display_name":"Australian Research Council"}],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W824892955","https://openalex.org/W1419228847","https://openalex.org/W1489642230","https://openalex.org/W1503398984","https://openalex.org/W1518620595","https://openalex.org/W1969252558","https://openalex.org/W1979769287","https://openalex.org/W1981799081","https://openalex.org/W1987292430","https://openalex.org/W2030006245","https://openalex.org/W2055825262","https://openalex.org/W2063717291","https://openalex.org/W2093828424","https://openalex.org/W2101846955","https://openalex.org/W2111489524","https://openalex.org/W2120575449","https://openalex.org/W2124822779","https://openalex.org/W2124998760","https://openalex.org/W2142635246","https://openalex.org/W2152246075","https://openalex.org/W2158196600","https://openalex.org/W2163783967","https://openalex.org/W2239232218","https://openalex.org/W2285581648","https://openalex.org/W2525748878","https://openalex.org/W2560190393","https://openalex.org/W2605147767","https://openalex.org/W2618483832","https://openalex.org/W2619381903","https://openalex.org/W2745110207","https://openalex.org/W2750111246","https://openalex.org/W2796079430","https://openalex.org/W2898777889","https://openalex.org/W2899283552","https://openalex.org/W2905665643","https://openalex.org/W2913730400","https://openalex.org/W2923289594","https://openalex.org/W2946847644","https://openalex.org/W2947730536","https://openalex.org/W2950361325","https://openalex.org/W2951467967","https://openalex.org/W2980165006","https://openalex.org/W2998264770","https://openalex.org/W3000355524","https://openalex.org/W3007112813","https://openalex.org/W3010485695","https://openalex.org/W3015761891","https://openalex.org/W3017711825","https://openalex.org/W3021835452","https://openalex.org/W3029447859","https://openalex.org/W3034344745","https://openalex.org/W3084240815","https://openalex.org/W3091942289","https://openalex.org/W3100491630","https://openalex.org/W3130981914","https://openalex.org/W3134362241","https://openalex.org/W3138278823","https://openalex.org/W3178687320","https://openalex.org/W3192198493","https://openalex.org/W3195480719","https://openalex.org/W3198653666","https://openalex.org/W3204739437","https://openalex.org/W3207471124","https://openalex.org/W3208857029","https://openalex.org/W4211049957","https://openalex.org/W4226096213","https://openalex.org/W4232329630","https://openalex.org/W4235606958","https://openalex.org/W4236316114","https://openalex.org/W4237997615","https://openalex.org/W4248681815","https://openalex.org/W4297794882","https://openalex.org/W4300772093","https://openalex.org/W4316926549","https://openalex.org/W4388322023"],"related_works":["https://openalex.org/W1534274833","https://openalex.org/W3117246195","https://openalex.org/W156620619","https://openalex.org/W2098233217","https://openalex.org/W2914363205","https://openalex.org/W2616249226","https://openalex.org/W2997844990","https://openalex.org/W1598221548","https://openalex.org/W2081850291","https://openalex.org/W1963695443"],"abstract_inverted_index":{"Parameter":[0],"estimation":[1],"for":[2,53],"mathematical":[3],"models":[4],"of":[5,19],"biological":[6,72],"processes":[7,29,44],"is":[8,63,105],"often":[9],"difficult":[10],"and":[11,17,36,66,93,95,109],"depends":[12],"significantly":[13],"on":[14],"the":[15,54,58],"quality":[16],"quantity":[18],"available":[20,116],"data.":[21],"We":[22,74],"introduce":[23],"an":[24],"efficient":[25],"framework":[26,62],"using":[27,78],"Gaussian":[28,43],"to":[30,49,70,111],"discover":[31],"mechanisms":[32,55],"underlying":[33,99],"delay,":[34],"migration,":[35],"proliferation":[37],"in":[38],"a":[39,79],"cell":[40],"invasion":[41,59],"experiment.":[42],"are":[45,115],"leveraged":[46],"with":[47],"bootstrapping":[48],"provide":[50],"uncertainty":[51],"quantification":[52],"that":[56],"drive":[57],"process.":[60],"Our":[61],"efficient,":[64],"parallelisable,":[65],"can":[67,88],"be":[68],"applied":[69],"other":[71],"problems.":[73],"illustrate":[75],"our":[76],"methods":[77],"canonical":[80],"scratch":[81],"assay":[82],"experiment,":[83],"demonstrating":[84],"how":[85],"simply":[86],"we":[87],"explore":[89],"different":[90],"functional":[91],"forms":[92],"develop":[94],"test":[96],"hypotheses":[97],"about":[98],"mechanisms,":[100],"such":[101],"as":[102],"whether":[103],"delay":[104],"present.":[106],"All":[107],"code":[108],"data":[110],"reproduce":[112],"this":[113],"work":[114],"at":[117],"https://github.com/DanielVandH/EquationLearning.jl.":[118]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}