{"id":"https://openalex.org/W4391651695","doi":"https://doi.org/10.1137/23m1564365","title":"Reduced Order Modeling Inversion of Monostatic Data in a Multi-scattering Environment","display_name":"Reduced Order Modeling Inversion of Monostatic Data in a Multi-scattering Environment","publication_year":2024,"publication_date":"2024-02-08","ids":{"openalex":"https://openalex.org/W4391651695","doi":"https://doi.org/10.1137/23m1564365"},"language":"en","primary_location":{"id":"doi:10.1137/23m1564365","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m1564365","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"},"type":"article","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/A5103246670","display_name":"Vladimir Druskin","orcid":"https://orcid.org/0000-0003-2206-100X"},"institutions":[{"id":"https://openalex.org/I107077323","display_name":"Worcester Polytechnic Institute","ror":"https://ror.org/05ejpqr48","country_code":"US","type":"education","lineage":["https://openalex.org/I107077323"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vladimir Druskin","raw_affiliation_strings":["Department of Mathematical Sciences, Worcester Polytechnic Institute, Worcester, MA 01609 USA"],"raw_orcid":"https://orcid.org/0000-0003-2206-100X","affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Worcester Polytechnic Institute, Worcester, MA 01609 USA","institution_ids":["https://openalex.org/I107077323"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085751232","display_name":"Shari Moskow","orcid":"https://orcid.org/0000-0002-8240-7247"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shari Moskow","raw_affiliation_strings":["Department of Mathematics, Drexel University, Philadelphia, PA 19104 USA"],"raw_orcid":"https://orcid.org/0000-0002-8240-7247","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Drexel University, Philadelphia, PA 19104 USA","institution_ids":["https://openalex.org/I72816309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108483631","display_name":"Mikhail Zaslavsky","orcid":null},"institutions":[{"id":"https://openalex.org/I178169726","display_name":"Southern Methodist University","ror":"https://ror.org/042tdr378","country_code":"US","type":"education","lineage":["https://openalex.org/I178169726"]},{"id":"https://openalex.org/I4210090857","display_name":"Schlumberger (United States)","ror":"https://ror.org/009m79n22","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090857","https://openalex.org/I4210092184"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mikhail Zaslavsky","raw_affiliation_strings":["Schlumberger-Doll Research Center, Cambridge, MA 02139-1578 USA, and Department of Mathematics, Southern Methodist University, Dallas, TX 75205 USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Schlumberger-Doll Research Center, Cambridge, MA 02139-1578 USA, and Department of Mathematics, Southern Methodist University, Dallas, TX 75205 USA","institution_ids":["https://openalex.org/I178169726","https://openalex.org/I4210090857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3059,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73168476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"17","issue":"1","first_page":"334","last_page":"350"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"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":0.9968000054359436,"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/T11757","display_name":"Seismic Waves and Analysis","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6059771180152893},{"id":"https://openalex.org/keywords/diagonal","display_name":"Diagonal","score":0.5971894860267639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5612403750419617},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.559415340423584},{"id":"https://openalex.org/keywords/synthetic-aperture-radar","display_name":"Synthetic aperture radar","score":0.5492135286331177},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.5305400490760803},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.48381274938583374},{"id":"https://openalex.org/keywords/scattering","display_name":"Scattering","score":0.482611745595932},{"id":"https://openalex.org/keywords/gramian-matrix","display_name":"Gramian matrix","score":0.4401893615722656},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33324679732322693},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29832708835601807},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2583548426628113},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1862533986568451},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.17503857612609863},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.1713976263999939},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15300816297531128},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1519644856452942},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.12480324506759644},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12202304601669312},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10917401313781738}],"concepts":[{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6059771180152893},{"id":"https://openalex.org/C130367717","wikidata":"https://www.wikidata.org/wiki/Q189791","display_name":"Diagonal","level":2,"score":0.5971894860267639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5612403750419617},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.559415340423584},{"id":"https://openalex.org/C87360688","wikidata":"https://www.wikidata.org/wiki/Q740686","display_name":"Synthetic aperture radar","level":2,"score":0.5492135286331177},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.5305400490760803},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.48381274938583374},{"id":"https://openalex.org/C191486275","wikidata":"https://www.wikidata.org/wiki/Q210028","display_name":"Scattering","level":2,"score":0.482611745595932},{"id":"https://openalex.org/C77246614","wikidata":"https://www.wikidata.org/wiki/Q1409400","display_name":"Gramian matrix","level":3,"score":0.4401893615722656},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33324679732322693},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29832708835601807},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2583548426628113},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1862533986568451},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.17503857612609863},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.1713976263999939},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15300816297531128},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1519644856452942},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.12480324506759644},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12202304601669312},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10917401313781738},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/23m1564365","is_oa":false,"landing_page_url":"https://doi.org/10.1137/23m1564365","pdf_url":null,"source":{"id":"https://openalex.org/S152600803","display_name":"SIAM Journal on Imaging Sciences","issn_l":"1936-4954","issn":["1936-4954"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Imaging Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1279040124","display_name":"Novel Image Reconstruction Methods in the Frequency Domain","funder_award_id":"2008441","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G1854514880","display_name":null,"funder_award_id":"DMS-192928","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4247444106","display_name":"Collaborative Research: Multiscale Simulations and Imaging of Viscoelastic Media in Reduced Order Model Framework","funder_award_id":"2110773","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G913767609","display_name":null,"funder_award_id":"FA9550-20-1-0079","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2002688463","https://openalex.org/W2037889205","https://openalex.org/W2067939568","https://openalex.org/W2127794114","https://openalex.org/W2139542577","https://openalex.org/W2141409082","https://openalex.org/W2281924851","https://openalex.org/W2464374542","https://openalex.org/W2609874124","https://openalex.org/W2611491838","https://openalex.org/W2735992979","https://openalex.org/W2801771736","https://openalex.org/W2962979508","https://openalex.org/W2972395728","https://openalex.org/W3022440915","https://openalex.org/W3098246551","https://openalex.org/W3099473305","https://openalex.org/W3102259181","https://openalex.org/W3103112308","https://openalex.org/W3104215129","https://openalex.org/W3104877517","https://openalex.org/W3126877732","https://openalex.org/W3158769996","https://openalex.org/W3194783412","https://openalex.org/W4283209348","https://openalex.org/W4309924898","https://openalex.org/W4319303359"],"related_works":["https://openalex.org/W4390355884","https://openalex.org/W4302344890","https://openalex.org/W3102707439","https://openalex.org/W2135584473","https://openalex.org/W2436722607","https://openalex.org/W2464112360","https://openalex.org/W3211291180","https://openalex.org/W2964223869","https://openalex.org/W2792539140","https://openalex.org/W1975171273"],"abstract_inverted_index":{"Abstract.":[0],"Data-driven":[1],"reduced":[2],"order":[3],"models":[4],"(ROMs)":[5],"have":[6],"recently":[7],"emerged":[8],"as":[9,44],"an":[10],"efficient":[11],"tool":[12],"for":[13,47,90,103],"the":[14,36,45,59,65,68,88,104,109,114,140,155,158],"solution":[15],"of":[16,29,67,113,147,150,154,160],"inverse":[17],"scattering":[18],"problems":[19],"with":[20],"applications":[21],"to":[22,58,64,86,99],"seismic":[23],"and":[24,95,121,125],"sonar":[25],"imaging.":[26],"One":[27],"requirement":[28],"this":[30,80],"approach":[31,78,116],"is":[32,56,117],"that":[33],"it":[34],"uses":[35],"full":[37],"square":[38],"multiple-input/multiple-output":[39],"(MIMO)":[40],"matrix-valued":[41],"transfer":[42,70],"function":[43],"data":[46,89],"multidimensional":[48],"problems.":[49],"The":[50,82,130],"synthetic":[51],"aperture":[52],"radar":[53],"(SAR),":[54],"however,":[55],"limited":[57],"single-input/single-output":[60],"(SISO)":[61],"measurements":[62],"corresponding":[63,105],"diagonal":[66],"matrix":[69],"function.":[71],"Here":[72],"we":[73],"present":[74],"a":[75],"ROM-based":[76],"Lippmann\u2013Schwinger":[77],"overcoming":[79],"drawback.":[81],"ROMs":[83],"are":[84,97],"constructed":[85],"match":[87],"each":[91],"source-receiver":[92],"pair":[93],"separately,":[94],"these":[96],"used":[98],"construct":[100],"internal":[101],"solutions":[102],"source":[106],"using":[107],"only":[108,134],"data-driven":[110],"Gramian.":[111],"Efficiency":[112],"proposed":[115],"demonstrated":[118],"on":[119],"2D":[120,126],"2.5D":[122],"(3D":[123],"propagation":[124],"reflectors)":[127],"numerical":[128],"examples.":[129],"new":[131],"algorithm":[132],"not":[133],"suppresses":[135],"multiple":[136],"echoes":[137],"seen":[138],"in":[139],"Born":[141],"imaging":[142],"but":[143],"also":[144],"takes":[145],"advantage":[146],"their":[148,161],"illumination":[149],"some":[151],"back":[152],"sides":[153],"reflectors,":[156],"improving":[157],"quality":[159],"mapping.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-08-22T07:34:49.880490","created_date":"2025-10-10T00:00:00"}
