{"id":"https://openalex.org/W2129571335","doi":"https://doi.org/10.1109/acc.2002.1024578","title":"Prediction uncertainty from models and data","display_name":"Prediction uncertainty from models and data","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W2129571335","doi":"https://doi.org/10.1109/acc.2002.1024578","mag":"2129571335"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2002.1024578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2002.1024578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301)","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/A5078826017","display_name":"Michael Frenklach","orcid":"https://orcid.org/0000-0002-9174-3306"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Frenklach","raw_affiliation_strings":["Mechanical Engineering University of California, Berkeley","[Dept. of Mech. Eng., California Univ., Berkeley, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"[Dept. of Mech. Eng., California Univ., Berkeley, CA, USA]","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045903370","display_name":"Andy Packard","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Packard","raw_affiliation_strings":["Mechanical Engineering University of California, Berkeley, USA","[Dept. of Mech. Eng., California Univ., Berkeley, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering University of California, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"[Dept. of Mech. Eng., California Univ., Berkeley, CA, USA]","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009028512","display_name":"Peter Seiler","orcid":"https://orcid.org/0000-0003-3423-1109"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. Seiler","raw_affiliation_strings":["Mechanical Engineering University of California, Berkeley, USA","[Dept. of Mech. Eng., California Univ., Berkeley, CA, USA]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mechanical Engineering University of California, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"[Dept. of Mech. Eng., California Univ., Berkeley, CA, USA]","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4135","last_page":"4140 vol.5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10876","display_name":"Fault Detection and Control Systems","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11236","display_name":"Control Systems and Identification","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6758673787117004},{"id":"https://openalex.org/keywords/combustion","display_name":"Combustion","score":0.5297476053237915},{"id":"https://openalex.org/keywords/propagation-of-uncertainty","display_name":"Propagation of uncertainty","score":0.5256265997886658},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5167555212974548},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4879419207572937},{"id":"https://openalex.org/keywords/uncertainty-analysis","display_name":"Uncertainty analysis","score":0.47105714678764343},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.42959272861480713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30973219871520996},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.20503371953964233},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.1392270028591156},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11597543954849243}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6758673787117004},{"id":"https://openalex.org/C105923489","wikidata":"https://www.wikidata.org/wiki/Q133235","display_name":"Combustion","level":2,"score":0.5297476053237915},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.5256265997886658},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5167555212974548},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4879419207572937},{"id":"https://openalex.org/C177803969","wikidata":"https://www.wikidata.org/wiki/Q29205","display_name":"Uncertainty analysis","level":2,"score":0.47105714678764343},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.42959272861480713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30973219871520996},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.20503371953964233},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.1392270028591156},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11597543954849243},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acc.2002.1024578","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2002.1024578","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.73.4238","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.73.4238","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://jagger.me.berkeley.edu/papers/pack_8.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2000836282","https://openalex.org/W2018044188","https://openalex.org/W2027782653","https://openalex.org/W2042495015","https://openalex.org/W2064660287","https://openalex.org/W2089835786","https://openalex.org/W2097944741","https://openalex.org/W2103594601","https://openalex.org/W2109090100","https://openalex.org/W2110451635","https://openalex.org/W2133404041","https://openalex.org/W2142449924","https://openalex.org/W2155170311","https://openalex.org/W2160188132","https://openalex.org/W2797140162","https://openalex.org/W3210839039","https://openalex.org/W4206062677","https://openalex.org/W4243620103","https://openalex.org/W4249991458","https://openalex.org/W6679392325"],"related_works":["https://openalex.org/W1991803138","https://openalex.org/W2417835091","https://openalex.org/W1983007452","https://openalex.org/W4387046439","https://openalex.org/W1941025032","https://openalex.org/W2116089868","https://openalex.org/W2916523266","https://openalex.org/W1978531549","https://openalex.org/W3042706615","https://openalex.org/W3048590680"],"abstract_inverted_index":{"We":[0],"present":[1],"an":[2],"approach":[3],"to":[4],"uncertainty":[5],"propagation":[6],"in":[7,33],"dynamic":[8],"systems,":[9],"exploiting":[10],"information":[11],"provided":[12],"by":[13],"related":[14],"experimental":[15],"results":[16],"along":[17],"with":[18],"their":[19],"models.":[20],"Our":[21],"computational":[22],"procedure":[23],"draws":[24],"from":[25],"ideas":[26],"and":[27,48],"tools":[28],"that":[29],"are":[30],"now":[31],"common":[32],"robust":[34],"control":[35],"theory.":[36],"A":[37],"case":[38],"study":[39],"on":[40],"a":[41],"well-known":[42],"database":[43],"of":[44,53],"methane":[45],"combustion":[46],"experiments":[47],"models":[49],"demonstrates":[50],"the":[51],"viability":[52],"our":[54],"proposed":[55],"method.":[56]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
