{"id":"https://openalex.org/W2524524183","doi":"https://doi.org/10.1137/15m1034738","title":"Adaptive A-Optimal Experimental Design for Linear Dynamical Systems","display_name":"Adaptive A-Optimal Experimental Design for Linear Dynamical Systems","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2524524183","doi":"https://doi.org/10.1137/15m1034738","mag":"2524524183"},"language":"en","primary_location":{"id":"doi:10.1137/15m1034738","is_oa":false,"landing_page_url":"https://doi.org/10.1137/15m1034738","pdf_url":null,"source":{"id":"https://openalex.org/S2911293512","display_name":"SIAM/ASA Journal on Uncertainty Quantification","issn_l":"2166-2525","issn":["2166-2525"],"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/ASA Journal on Uncertainty Quantification","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/A5077278676","display_name":"Jen Fohring","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"J. Fohring","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5029362936","display_name":"Eldad Haber","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. Haber","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":1.4777,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82873167,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"4","issue":"1","first_page":"1138","last_page":"1159"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9745000004768372,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smoothing","display_name":"Smoothing","score":0.5996809005737305},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.5663623809814453},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.5636235475540161},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5449416637420654},{"id":"https://openalex.org/keywords/optimal-design","display_name":"Optimal design","score":0.4958396852016449},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4621608257293701},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.43282550573349},{"id":"https://openalex.org/keywords/dynamical-systems-theory","display_name":"Dynamical systems theory","score":0.43050527572631836},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42609840631484985},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42474332451820374},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.4111118018627167},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09226438403129578},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08929973840713501},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.07379108667373657}],"concepts":[{"id":"https://openalex.org/C3770464","wikidata":"https://www.wikidata.org/wiki/Q775963","display_name":"Smoothing","level":2,"score":0.5996809005737305},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.5663623809814453},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.5636235475540161},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5449416637420654},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.4958396852016449},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4621608257293701},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.43282550573349},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.43050527572631836},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42609840631484985},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42474332451820374},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.4111118018627167},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09226438403129578},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08929973840713501},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07379108667373657},{"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/15m1034738","is_oa":false,"landing_page_url":"https://doi.org/10.1137/15m1034738","pdf_url":null,"source":{"id":"https://openalex.org/S2911293512","display_name":"SIAM/ASA Journal on Uncertainty Quantification","issn_l":"2166-2525","issn":["2166-2525"],"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/ASA Journal on Uncertainty Quantification","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1971543574","https://openalex.org/W1980461259","https://openalex.org/W1985666665","https://openalex.org/W1990457366","https://openalex.org/W2001860888","https://openalex.org/W2011006421","https://openalex.org/W2014018052","https://openalex.org/W2031604650","https://openalex.org/W2039698270","https://openalex.org/W2057424870","https://openalex.org/W2078327207","https://openalex.org/W2081629343","https://openalex.org/W2094418468","https://openalex.org/W2103404676","https://openalex.org/W2105934661","https://openalex.org/W2153166947","https://openalex.org/W2157186153","https://openalex.org/W2162619464","https://openalex.org/W2280732102","https://openalex.org/W2963427446"],"related_works":["https://openalex.org/W1978572805","https://openalex.org/W2383807498","https://openalex.org/W1997992934","https://openalex.org/W1987225439","https://openalex.org/W4238188170","https://openalex.org/W2125114371","https://openalex.org/W2019977573","https://openalex.org/W2149980199","https://openalex.org/W3125766170","https://openalex.org/W2040641410"],"abstract_inverted_index":{"While":[0],"optimal":[1,36,199],"experimental":[2,20,37],"design":[3,21,38,55,90,168],"for":[4,23,92,159,170],"static":[5],"linear":[6],"inverse":[7,125,149],"problems":[8,28],"has":[9],"been":[10],"well":[11],"studied,":[12],"there":[13,114],"is":[14,32,115,182],"little":[15],"in":[16,34,104,118,143,186],"the":[17,35,42,45,48,59,65,77,88,99,102,105,111,119,124,135,141,144,148,177,180,203,206],"way":[18],"of":[19,47,64,101,179,205],"methods":[22],"dynamical":[24,120],"systems---in":[25],"particular,":[26],"dynamic":[27,106],"where":[29,113,176],"historic":[30,83],"data":[31],"included":[33],"method":[39,56,91],"such":[40],"that":[41,193],"experiment":[43],"tracks":[44],"motion":[46,178,204],"model.":[49,207],"Thus,":[50],"we":[51,109,139,194],"propose":[52],"an":[53],"adaptive":[54,89],"which":[57,75,201],"minimizes":[58],"adapted":[60],"mean":[61,78],"squared":[62,79],"error":[63,80,103,117,142],"regularized":[66],"model":[67,84,94,181],"estimate,":[68],"defined":[69],"by":[70,184],"introducing":[71],"a":[72,128,152,171,187],"monitor":[73],"function":[74],"scales":[76],"according":[81],"to":[82,133,156,197],"estimates.":[85],"We":[86,162],"present":[87],"two":[93],"estimation":[95],"formulations":[96],"based":[97],"on":[98],"classification":[100],"process.":[107],"First,":[108],"consider":[110],"case":[112],"no":[116],"system":[121,155],"and":[122,146,191],"formulate":[123,147],"problem":[126,132,150],"as":[127,151],"PDE":[129],"constrained":[130],"optimization":[131],"recover":[134,157,198],"initial":[136],"condition.":[137],"Second,":[138],"include":[140],"dynamics":[145],"Kalman":[153],"smoothing":[154],"models":[158],"all":[160],"times.":[161],"demonstrate":[163],"our":[164],"approach":[165],"with":[166],"A-optimal":[167],"criteria":[169],"borehole":[172],"seismic":[173],"tomography":[174],"experiment,":[175],"governed":[183],"advection":[185],"constant":[188],"velocity":[189],"field,":[190],"show":[192],"are":[195],"able":[196],"designs":[200],"track":[202]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
