{"id":"https://openalex.org/W4411970232","doi":"https://doi.org/10.1007/978-3-031-97567-7_2","title":"First Experiences on\u00a0Exploiting Physics-Informed Neural Networks for\u00a0Approximating Solutions of\u00a0a\u00a0Biological Model","display_name":"First Experiences on\u00a0Exploiting Physics-Informed Neural Networks for\u00a0Approximating Solutions of\u00a0a\u00a0Biological Model","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411970232","doi":"https://doi.org/10.1007/978-3-031-97567-7_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-97567-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97567-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085997336","display_name":"A. Vicino","orcid":null},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Attilio Di Vicino","raw_affiliation_strings":["Department of Science and Technology, Parthenope University of Naples, Centro Direzionale C4, 80143, Naples, Italy"],"raw_orcid":"https://orcid.org/0009-0009-8159-9118","affiliations":[{"raw_affiliation_string":"Department of Science and Technology, Parthenope University of Naples, Centro Direzionale C4, 80143, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027506040","display_name":"Pasquale De Luca","orcid":"https://orcid.org/0000-0001-7031-920X"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pasquale De Luca","raw_affiliation_strings":["Department of Science and Technology, Parthenope University of Naples, Centro Direzionale C4, 80143, Naples, Italy","Department of Science and Technology, UNESCO Chair \u201cEnvironment, Resources and Sustainable Development\u201d, Parthenope University of Naples, Centro Direzionale, Isola C4, 80143, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7031-920X","affiliations":[{"raw_affiliation_string":"Department of Science and Technology, Parthenope University of Naples, Centro Direzionale C4, 80143, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]},{"raw_affiliation_string":"Department of Science and Technology, UNESCO Chair \u201cEnvironment, Resources and Sustainable Development\u201d, Parthenope University of Naples, Centro Direzionale, Isola C4, 80143, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018448887","display_name":"Livia Marcellino","orcid":"https://orcid.org/0000-0003-2319-8008"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Livia Marcellino","raw_affiliation_strings":["Department of Science and Technology, Parthenope University of Naples, Centro Direzionale C4, 80143, Naples, Italy","Department of Science and Technology, UNESCO Chair \u201cEnvironment, Resources and Sustainable Development\u201d, Parthenope University of Naples, Centro Direzionale, Isola C4, 80143, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2319-8008","affiliations":[{"raw_affiliation_string":"Department of Science and Technology, Parthenope University of Naples, Centro Direzionale C4, 80143, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]},{"raw_affiliation_string":"Department of Science and Technology, UNESCO Chair \u201cEnvironment, Resources and Sustainable Development\u201d, Parthenope University of Naples, Centro Direzionale, Isola C4, 80143, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5018448887","https://openalex.org/A5027506040","https://openalex.org/A5085997336"],"corresponding_institution_ids":["https://openalex.org/I183638586"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.0245,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.95492958,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10044","display_name":"Protein Structure and Dynamics","score":0.9740999937057495,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7566630840301514},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6275699138641357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45986035466194153},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3643644452095032},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3578495383262634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7566630840301514},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6275699138641357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45986035466194153},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3643644452095032},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3578495383262634},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-97567-7_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-97567-7_2","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:ricerca.uniparthenope.it:11367/148738","is_oa":false,"landing_page_url":"https://hdl.handle.net/11367/148738","pdf_url":null,"source":{"id":"https://openalex.org/S4377196432","display_name":"CINECA IRIS Institutial research information system (Parthenope University of Naples)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183638586","host_organization_name":"Parthenope University of Naples","host_organization_lineage":["https://openalex.org/I183638586"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2068378072","https://openalex.org/W2899283552","https://openalex.org/W2919115771","https://openalex.org/W3016611597","https://openalex.org/W3023618101","https://openalex.org/W3170750006","https://openalex.org/W4309632091","https://openalex.org/W4324081627","https://openalex.org/W4402793592","https://openalex.org/W4404092094","https://openalex.org/W4405687920","https://openalex.org/W4405783022","https://openalex.org/W6795489260"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
