{"id":"https://openalex.org/W3132004102","doi":"https://doi.org/10.1109/igarss39084.2020.9323081","title":"Physically Informed Neural Networks for the Simulation and Data-Assimilation of Geophysical Dynamics","display_name":"Physically Informed Neural Networks for the Simulation and Data-Assimilation of Geophysical Dynamics","publication_year":2020,"publication_date":"2020-09-26","ids":{"openalex":"https://openalex.org/W3132004102","doi":"https://doi.org/10.1109/igarss39084.2020.9323081","mag":"3132004102"},"language":"en","primary_location":{"id":"doi:10.1109/igarss39084.2020.9323081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss39084.2020.9323081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"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/A5030132191","display_name":"Said Ouala","orcid":"https://orcid.org/0000-0003-0554-3971"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Said Ouala","raw_affiliation_strings":["IMT Atlantique; Lab-STICC, Brest, France","IMT Atlantique - IMT Atlantique (Campus Brest : Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 -\r\nCampus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -\r\nCampus Rennes :  2 Rue de la Ch\u00e2taigneraie, 35510 CESSON SEVIGNE - France)","Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (UMR 3192) (Technopole Brest Iroise BP 832 29285 BREST CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique; Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"]},{"raw_affiliation_string":"IMT Atlantique - IMT Atlantique (Campus Brest : Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 -\r\nCampus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -\r\nCampus Rennes :  2 Rue de la Ch\u00e2taigneraie, 35510 CESSON SEVIGNE - France)","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (UMR 3192) (Technopole Brest Iroise BP 832 29285 BREST CEDEX - France)","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075497720","display_name":"Ronan Fablet","orcid":"https://orcid.org/0000-0002-6462-423X"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ronan Fablet","raw_affiliation_strings":["IMT Atlantique; Lab-STICC, Brest, France","IMT Atlantique - IMT Atlantique (Campus Brest : Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 -\r\nCampus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -\r\nCampus Rennes :  2 Rue de la Ch\u00e2taigneraie, 35510 CESSON SEVIGNE - France)","Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (UMR 3192) (Technopole Brest Iroise BP 832 29285 BREST CEDEX - France)","ODYSSEY - Oc\u00e9an Dynamique Observations Analyse (Campus de Beaulieu - 35042 Rennes cedex - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique; Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"]},{"raw_affiliation_string":"IMT Atlantique - IMT Atlantique (Campus Brest : Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 -\r\nCampus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -\r\nCampus Rennes :  2 Rue de la Ch\u00e2taigneraie, 35510 CESSON SEVIGNE - France)","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (UMR 3192) (Technopole Brest Iroise BP 832 29285 BREST CEDEX - France)","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]},{"raw_affiliation_string":"ODYSSEY - Oc\u00e9an Dynamique Observations Analyse (Campus de Beaulieu - 35042 Rennes cedex - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046811680","display_name":"Lucas Drumetz","orcid":"https://orcid.org/0000-0003-3362-703X"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lucas Drumetz","raw_affiliation_strings":["IMT Atlantique; Lab-STICC, Brest, France","IMT Atlantique - IMT Atlantique (Campus Brest : Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 -\r\nCampus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -\r\nCampus Rennes :  2 Rue de la Ch\u00e2taigneraie, 35510 CESSON SEVIGNE - France)","Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (UMR 3192) (Technopole Brest Iroise BP 832 29285 BREST CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique; Lab-STICC, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"]},{"raw_affiliation_string":"IMT Atlantique - IMT Atlantique (Campus Brest : Technop\u00f4le Brest-Iroise CS 8381829238 BREST Cedex 3 -\r\nCampus Nantes : 4, rue Alfred Kastler- La chantrerie 44300 NANTES -\r\nCampus Rennes :  2 Rue de la Ch\u00e2taigneraie, 35510 CESSON SEVIGNE - France)","institution_ids":["https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (UMR 3192) (Technopole Brest Iroise BP 832 29285 BREST CEDEX - France)","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073132582","display_name":"Bertrand Chapron","orcid":"https://orcid.org/0000-0001-6088-8775"},"institutions":[{"id":"https://openalex.org/I154202486","display_name":"Ifremer","ror":"https://ror.org/044jxhp58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154202486"]},{"id":"https://openalex.org/I4210112630","display_name":"Laboratoire d\u2019\u00c9tudes en G\u00e9ophysique et Oc\u00e9anographie Spatiales","ror":"https://ror.org/02chvqy57","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210112630","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405258862"]},{"id":"https://openalex.org/I4210134272","display_name":"Laboratory for Ocean Physics and Satellite Remote Sensing","ror":"https://ror.org/03rtw5049","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1327553481","https://openalex.org/I154202486","https://openalex.org/I154202486","https://openalex.org/I2799535048","https://openalex.org/I2802818602","https://openalex.org/I4210088668","https://openalex.org/I4210090127","https://openalex.org/I4210113730","https://openalex.org/I4210131494","https://openalex.org/I4210134272","https://openalex.org/I4210148025","https://openalex.org/I4210166444","https://openalex.org/I4405257220","https://openalex.org/I4405260085"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bertrand Chapron","raw_affiliation_strings":["Ifremer, LOPS, Brest, France","LOPS - Laboratoire d'Oc\u00e9anographie Physique et Spatiale (Rue Dumont D'Urville, 29280 Plouzan\u00e9 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ifremer, LOPS, Brest, France","institution_ids":["https://openalex.org/I154202486","https://openalex.org/I4210134272"]},{"raw_affiliation_string":"LOPS - Laboratoire d'Oc\u00e9anographie Physique et Spatiale (Rue Dumont D'Urville, 29280 Plouzan\u00e9 - France)","institution_ids":["https://openalex.org/I4210112630","https://openalex.org/I4210134272"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070414404","display_name":"Ananda Pascual","orcid":"https://orcid.org/0000-0001-9476-9272"},"institutions":[{"id":"https://openalex.org/I4210116941","display_name":"Mediterranean Institute for Advanced Studies","ror":"https://ror.org/02e9dby02","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210116941","https://openalex.org/I50441567"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ananda Pascual","raw_affiliation_strings":["IMEDEA, UIB-CSIC, Spain","IMEDEA - Institut Mediterrani d'Estudis Avancats = Instituto Mediterr\u00e1neo de Estudios Avanzados (07190 Esporles, Mallorca. Illes Balears - Spain)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMEDEA, UIB-CSIC, Spain","institution_ids":["https://openalex.org/I4210116941"]},{"raw_affiliation_string":"IMEDEA - Institut Mediterrani d'Estudis Avancats = Instituto Mediterr\u00e1neo de Estudios Avanzados (07190 Esporles, Mallorca. Illes Balears - Spain)","institution_ids":["https://openalex.org/I4210116941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113845776","display_name":"Fabrice Collard","orcid":"https://orcid.org/0009-0008-3534-0511"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210092408","display_name":"Toulouse School of Economics","ror":"https://ror.org/00ff5f522","country_code":"FR","type":"education","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210092408"]},{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fabrice Collard","raw_affiliation_strings":["ODL, Brest, France","CNRS - Centre National de la Recherche Scientifique (France)","TSE-R - Toulouse School of Economics (Manufacture de Tabacs, 21 all\u00e9es de Brienne 31000 Toulouse - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ODL, Brest, France","institution_ids":["https://openalex.org/I4210132604"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"TSE-R - Toulouse School of Economics (Manufacture de Tabacs, 21 all\u00e9es de Brienne 31000 Toulouse - France)","institution_ids":["https://openalex.org/I4210092408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009759418","display_name":"Lucile Gaultier","orcid":"https://orcid.org/0000-0002-5061-1622"},"institutions":[{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]},{"id":"https://openalex.org/I4210154464","display_name":"Oc\u00e9anopolis","ror":"https://ror.org/047dz7p79","country_code":"FR","type":"archive","lineage":["https://openalex.org/I4210154464"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lucile Gaultier","raw_affiliation_strings":["ODL, Brest, France","OceanDataLab (870 route de Deolen, 29280 Locmaria-Plouzan\u00e9 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ODL, Brest, France","institution_ids":["https://openalex.org/I4210132604"]},{"raw_affiliation_string":"OceanDataLab (870 route de Deolen, 29280 Locmaria-Plouzan\u00e9 - France)","institution_ids":["https://openalex.org/I4210154464"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8827,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.76662431,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"378","issue":null,"first_page":"3490","last_page":"3493"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9980000257492065,"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.8138988018035889},{"id":"https://openalex.org/keywords/ode","display_name":"Ode","score":0.786806583404541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6981130242347717},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.584192156791687},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5421148538589478},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.44497597217559814},{"id":"https://openalex.org/keywords/ordinary-differential-equation","display_name":"Ordinary differential equation","score":0.4301973879337311},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35630449652671814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35055363178253174},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3240772485733032},{"id":"https://openalex.org/keywords/differential-equation","display_name":"Differential equation","score":0.20419526100158691},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.14173856377601624},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12902480363845825},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.11336612701416016},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08323550224304199}],"concepts":[{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.8138988018035889},{"id":"https://openalex.org/C34862557","wikidata":"https://www.wikidata.org/wiki/Q178985","display_name":"Ode","level":2,"score":0.786806583404541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6981130242347717},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.584192156791687},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5421148538589478},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.44497597217559814},{"id":"https://openalex.org/C51544822","wikidata":"https://www.wikidata.org/wiki/Q465274","display_name":"Ordinary differential equation","level":3,"score":0.4301973879337311},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35630449652671814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35055363178253174},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3240772485733032},{"id":"https://openalex.org/C78045399","wikidata":"https://www.wikidata.org/wiki/Q11214","display_name":"Differential equation","level":2,"score":0.20419526100158691},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.14173856377601624},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12902480363845825},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.11336612701416016},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08323550224304199},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/igarss39084.2020.9323081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss39084.2020.9323081","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05308482v1","is_oa":false,"landing_page_url":"https://hal.univ-brest.fr/hal-05308482","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IGARSS 2020 - 2020 IEEE International Geoscience and Remote Sensing Symposium, Sep 2020, Waikoloa, United States. pp.3490-3493, ⟨10.1109/igarss39084.2020.9323081⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","score":0.8799999952316284,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320307764","display_name":"Microsoft","ror":"https://ror.org/00d0nc645"},{"id":"https://openalex.org/F4320321519","display_name":"Centre National d\u2019Etudes Spatiales","ror":"https://ror.org/04h1h0y33"},{"id":"https://openalex.org/F4320321595","display_name":"Federaci\u00f3n Espa\u00f1ola de Enfermedades Raras","ror":"https://ror.org/0348bpk17"},{"id":"https://openalex.org/F4320327215","display_name":"R\u00e9gion Bretagne","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1549386224","https://openalex.org/W2095650471","https://openalex.org/W2169415433","https://openalex.org/W2409841743","https://openalex.org/W2622826443","https://openalex.org/W2748401178","https://openalex.org/W2767793144","https://openalex.org/W2803477776","https://openalex.org/W2806331482","https://openalex.org/W2899283552","https://openalex.org/W2901009362","https://openalex.org/W2963645604","https://openalex.org/W2981906852","https://openalex.org/W3093625747","https://openalex.org/W3098734061","https://openalex.org/W4239340087","https://openalex.org/W6745948602"],"related_works":["https://openalex.org/W3082668976","https://openalex.org/W2517973022","https://openalex.org/W1543121148","https://openalex.org/W1580703421","https://openalex.org/W2996841952","https://openalex.org/W2618518959","https://openalex.org/W2231364979","https://openalex.org/W4295745414","https://openalex.org/W4382202915","https://openalex.org/W2489516236"],"abstract_inverted_index":{"The":[0],"forecasting":[1,94],"and":[2,45,80,95],"assimilation":[3,96],"of":[4,30,48,52,66,71,89],"sea":[5,31,82],"surface":[6,32],"dynamics":[7,33,51,85],"from":[8],"satellite-derived":[9],"data":[10],"is":[11,34],"a":[12,53,58,81],"challenging":[13],"issue.":[14],"Data-driven":[15],"approaches":[16],"have":[17],"arisen":[18],"as":[19],"promising":[20],"schemes":[21],"to":[22,38],"fully":[23],"exploit":[24],"satellite":[25],"observations.":[26],"A":[27],"key":[28],"feature":[29],"that":[35],"they":[36],"relate":[37],"partially-observed":[39],"dynamics.":[40],"Here,":[41],"guided":[42],"by":[43],"physical":[44],"mathematical":[46],"considerations":[47],"the":[49,64,87,90],"underlying":[50],"given":[54],"system,":[55],"we":[56],"propose":[57],"novel":[59],"neural":[60],"networks":[61],"architecture":[62],"for":[63,77,93],"identification":[65],"ordinary":[67],"differential":[68],"equations":[69],"(ODE)":[70],"partially":[72],"observed":[73],"systems.":[74],"Numerical":[75],"experiments":[76],"toy":[78],"models":[79],"level":[83],"anomaly":[84],"illustrate":[86],"relevance":[88],"proposed":[91],"scheme":[92],"issues":[97],"w.r.t.":[98],"other":[99],"state-of-the-art":[100],"data-driven":[101],"models.":[102]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}