{"id":"https://openalex.org/W2153069378","doi":"https://doi.org/10.1109/acc.2011.5991182","title":"Multivariable model predictive control of thin film surface roughness and slope: Application to a 2D kinetic Monte-Carlo model","display_name":"Multivariable model predictive control of thin film surface roughness and slope: Application to a 2D kinetic Monte-Carlo model","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2153069378","doi":"https://doi.org/10.1109/acc.2011.5991182","mag":"2153069378"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2011.5991182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2011.5991182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 American Control Conference","raw_type":"proceedings-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/A5103104580","display_name":"Xinyu Zhang","orcid":"https://orcid.org/0000-0003-2689-1553"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinyu Zhang","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012189317","display_name":"Gerassimos Orkoulas","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gerassimos Orkoulas","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002367171","display_name":"Panagiotis D. Christofides","orcid":"https://orcid.org/0000-0002-8772-4348"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panagiotis D. Christofides","raw_affiliation_strings":["Department of Electrical Engineering, University of California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17517501,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":null,"first_page":"2546","last_page":"2551"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12141","display_name":"Fluid Dynamics and Thin Films","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12141","display_name":"Fluid Dynamics and Thin Films","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11471","display_name":"Block Copolymer Self-Assembly","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10626","display_name":"High-Temperature Coating Behaviors","score":0.9478999972343445,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/surface-roughness","display_name":"Surface roughness","score":0.7418002486228943},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6128847599029541},{"id":"https://openalex.org/keywords/kinetic-monte-carlo","display_name":"Kinetic Monte Carlo","score":0.5672330260276794},{"id":"https://openalex.org/keywords/surface-finish","display_name":"Surface finish","score":0.5667043328285217},{"id":"https://openalex.org/keywords/thin-film","display_name":"Thin film","score":0.4577890634536743},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.42872267961502075},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4264179468154907},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3851059079170227},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.3229026794433594},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2512332499027252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.15284386277198792},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.1122899055480957},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.10434827208518982},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09754610061645508}],"concepts":[{"id":"https://openalex.org/C107365816","wikidata":"https://www.wikidata.org/wiki/Q114817","display_name":"Surface roughness","level":2,"score":0.7418002486228943},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6128847599029541},{"id":"https://openalex.org/C45786274","wikidata":"https://www.wikidata.org/wiki/Q3333611","display_name":"Kinetic Monte Carlo","level":3,"score":0.5672330260276794},{"id":"https://openalex.org/C71039073","wikidata":"https://www.wikidata.org/wiki/Q3439090","display_name":"Surface finish","level":2,"score":0.5667043328285217},{"id":"https://openalex.org/C19067145","wikidata":"https://www.wikidata.org/wiki/Q1137203","display_name":"Thin film","level":2,"score":0.4577890634536743},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.42872267961502075},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4264179468154907},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3851059079170227},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.3229026794433594},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2512332499027252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.15284386277198792},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.1122899055480957},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.10434827208518982},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09754610061645508},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acc.2011.5991182","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2011.5991182","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 American Control Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.966.3139","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.966.3139","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.nt.ntnu.no/users/skoge/prost/proceedings/acc11/data/papers/0528.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1971701474","https://openalex.org/W1972457502","https://openalex.org/W1977429366","https://openalex.org/W1982115118","https://openalex.org/W1983762198","https://openalex.org/W1986593444","https://openalex.org/W2000556848","https://openalex.org/W2016665910","https://openalex.org/W2028381903","https://openalex.org/W2052421613","https://openalex.org/W2055897220","https://openalex.org/W2063326440","https://openalex.org/W2066553231","https://openalex.org/W2076449545","https://openalex.org/W2078878011","https://openalex.org/W2079502450","https://openalex.org/W2080691976","https://openalex.org/W2086132688","https://openalex.org/W2114247037","https://openalex.org/W2117742551","https://openalex.org/W2123871098","https://openalex.org/W2171594132","https://openalex.org/W4241366409"],"related_works":["https://openalex.org/W2611915572","https://openalex.org/W2012570191","https://openalex.org/W2319528889","https://openalex.org/W2386922414","https://openalex.org/W4313638943","https://openalex.org/W1966522691","https://openalex.org/W4304014137","https://openalex.org/W3034740403","https://openalex.org/W2032025132","https://openalex.org/W4297916609"],"abstract_inverted_index":{"This":[0,149],"work":[1],"focuses":[2],"on":[3,120,142,168,187,205],"the":[4,43,64,67,72,80,83,111,121,124,131,138,143,154,157,162,165,169,175,178,188,195,213,221,244,247],"application":[5],"of":[6,42,66,79,82,110,123,137,156,164,177,192,194,246],"a":[7,22,200],"multivariable":[8],"model":[9,29,135,182,228],"predictive":[10,158,183],"controller":[11,132,159,184,217],"that":[12,202],"regulates":[13],"thin":[14,26,44,84,225],"film":[15,27,45,85,226],"surface":[16,51,59,68,73,86,113,116,170,207,235],"roughness":[17,57,114,171,208,236],"and":[18,34,50,58,71,115,127,146,172,190,198,209,229,237],"mean":[19,210,238],"slope":[20,60,74,117,173,211,239],"to":[21,91,160,220,232,240],"two-dimensional":[23,222],"kinetic":[24,223],"Monte-Carlo":[25,224],"growth":[28,46,179,227],"using":[30],"both":[31,48,206],"substrate":[32,144],"temperature":[33,145],"deposition":[35,147],"rate":[36,191],"as":[37,63],"manipulated":[38],"inputs.":[39],"The":[40,77,134,181,216],"description":[41],"involving":[47],"adsorption":[49],"migration":[52],"is":[53,151,218,230],"first":[54],"given.":[55],"Surface":[56],"are":[61,89,118,128],"defined":[62],"root-mean-squares":[65],"height":[69,87],"profile":[70,88],"profile,":[75],"respectively.":[76],"dynamics":[78],"evolution":[81],"assumed":[90],"be":[92],"described":[93],"by":[94],"an":[95],"Edwards-Wilkinson-type":[96],"equation":[97,126,140],"(a":[98],"second-order":[99],"stochastic":[100],"partial":[101],"differential":[102],"equation)":[103],"in":[104,130,153],"two":[105],"spatial":[106],"dimensions.":[107],"Analytical":[108],"solutions":[109],"expected":[112],"obtained":[119],"basis":[122],"Edwards-Wilkinson":[125,139],"used":[129,152],"design.":[133],"parameters":[136],"depend":[141],"rate.":[148],"dependence":[150],"formulation":[155],"predict":[161],"influence":[163],"control":[166,196],"action":[167,197],"at":[174,243],"end":[176,245],"process.":[180],"involves":[185,203],"constraints":[186],"magnitude":[189],"change":[193],"optimizes":[199],"cost":[201],"penalty":[204],"from":[212],"set-point":[214,241],"values.":[215],"applied":[219],"shown":[231],"successfully":[233],"regulate":[234],"values":[242],"deposition.":[248]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
