{"id":"https://openalex.org/W4387803998","doi":"https://doi.org/10.1109/igarss52108.2023.10281523","title":"Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems","display_name":"Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems","publication_year":2023,"publication_date":"2023-07-16","ids":{"openalex":"https://openalex.org/W4387803998","doi":"https://doi.org/10.1109/igarss52108.2023.10281523"},"language":"en","primary_location":{"id":"doi:10.1109/igarss52108.2023.10281523","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10281523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 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/A5083880191","display_name":"Edoardo Pasetto","orcid":"https://orcid.org/0000-0001-7002-4647"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Edoardo Pasetto","raw_affiliation_strings":["RWTH Aachen University,Aachen,Germany,D-52056"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Aachen,Germany,D-52056","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008220787","display_name":"Morris Riedel","orcid":"https://orcid.org/0000-0003-1810-9330"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Morris Riedel","raw_affiliation_strings":["AIDAS,Jülich,Germany,52425","School of Engineering and Natural Sciences, University of Iceland, Reykjavik, Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIDAS,Jülich,Germany,52425","institution_ids":[]},{"raw_affiliation_string":"School of Engineering and Natural Sciences, University of Iceland, Reykjavik, Iceland","institution_ids":["https://openalex.org/I165368041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012093360","display_name":"Kristel Michielsen","orcid":"https://orcid.org/0000-0003-1444-4262"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kristel Michielsen","raw_affiliation_strings":["RWTH Aachen University,Aachen,Germany,D-52056"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RWTH Aachen University,Aachen,Germany,D-52056","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058680339","display_name":"Gabriele Cavallaro","orcid":"https://orcid.org/0000-0002-3239-9904"},"institutions":[{"id":"https://openalex.org/I165368041","display_name":"University of Iceland","ror":"https://ror.org/01db6h964","country_code":"IS","type":"education","lineage":["https://openalex.org/I165368041"]}],"countries":["IS"],"is_corresponding":false,"raw_author_name":"Gabriele Cavallaro","raw_affiliation_strings":["AIDAS,Jülich,Germany,52425","School of Engineering and Natural Sciences, University of Iceland, Reykjavik, Iceland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AIDAS,Jülich,Germany,52425","institution_ids":[]},{"raw_affiliation_string":"School of Engineering and Natural Sciences, University of Iceland, Reykjavik, Iceland","institution_ids":["https://openalex.org/I165368041"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"784","last_page":"787"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9614999890327454,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T13650","display_name":"Computational Physics and Python Applications","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum-annealing","display_name":"Quantum annealing","score":0.896785318851471},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6410388350486755},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.6380449533462524},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5123378038406372},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.48876285552978516},{"id":"https://openalex.org/keywords/adiabatic-process","display_name":"Adiabatic process","score":0.47796177864074707},{"id":"https://openalex.org/keywords/quantum-algorithm","display_name":"Quantum algorithm","score":0.4766938388347626},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.47333934903144836},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4474737346172333},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4388662278652191},{"id":"https://openalex.org/keywords/annealing","display_name":"Annealing (glass)","score":0.4330139756202698},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3800722658634186},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.34047386050224304},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24406889081001282},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.16845837235450745},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12820756435394287},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.110796719789505},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.0840410590171814}],"concepts":[{"id":"https://openalex.org/C90408235","wikidata":"https://www.wikidata.org/wiki/Q938141","display_name":"Quantum annealing","level":4,"score":0.896785318851471},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6410388350486755},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.6380449533462524},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5123378038406372},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.48876285552978516},{"id":"https://openalex.org/C109663097","wikidata":"https://www.wikidata.org/wiki/Q182453","display_name":"Adiabatic process","level":2,"score":0.47796177864074707},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.4766938388347626},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.47333934903144836},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4474737346172333},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4388662278652191},{"id":"https://openalex.org/C2777855556","wikidata":"https://www.wikidata.org/wiki/Q4339544","display_name":"Annealing (glass)","level":2,"score":0.4330139756202698},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3800722658634186},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.34047386050224304},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24406889081001282},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.16845837235450745},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12820756435394287},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.110796719789505},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0840410590171814},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss52108.2023.10281523","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/igarss52108.2023.10281523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1974914315","https://openalex.org/W2008004206","https://openalex.org/W2145539952","https://openalex.org/W2159602351","https://openalex.org/W2490662969","https://openalex.org/W2532798880","https://openalex.org/W2792946961","https://openalex.org/W2806658743","https://openalex.org/W2809311920","https://openalex.org/W2900984638","https://openalex.org/W3084982751","https://openalex.org/W3206424815","https://openalex.org/W4212774754","https://openalex.org/W4221057238","https://openalex.org/W4292387192","https://openalex.org/W6752173272"],"related_works":["https://openalex.org/W3125636951","https://openalex.org/W3122201086","https://openalex.org/W1564120726","https://openalex.org/W2023905462","https://openalex.org/W1658783917","https://openalex.org/W4385585333","https://openalex.org/W3208261700","https://openalex.org/W1863205561","https://openalex.org/W4286585841","https://openalex.org/W229008713"],"abstract_inverted_index":{"Kernel":[0],"methods":[1],"are":[2,125],"class":[3],"of":[4,25,39,48,69,77,90],"Machine":[5],"Learning":[6],"(ML)":[7],"models":[8],"that":[9],"have":[10],"been":[11],"widely":[12],"employed":[13],"in":[14,81],"the":[15,34,37,67,75,82,88,94],"literature":[16],"for":[17,74],"Earth":[18],"Observation":[19],"(EO)":[20],"applications.":[21],"The":[22,98,122],"increasing":[23],"development":[24],"quantum":[26,60,71,95],"computing":[27],"hardware":[28],"motivates":[29],"further":[30],"research":[31],"to":[32,93],"improve":[33],"capabilities":[35],"and":[36,109,128],"performances":[38],"data":[40],"analysis":[41],"algorithms.":[42],"In":[43],"this":[44],"manuscript":[45],"an":[46],"implementation":[47],"Adiabatic":[49],"Quantum":[50],"Kitchen":[51],"Sinks":[52],"(AQKS)":[53],"kernel":[54,136],"estimation":[55],"algorithm":[56,138],"integrated":[57],"with":[58,66,130],"parallel":[59,70],"annealing":[61,72,84,96],"is":[62,101],"presented.":[63],"Such":[64],"combination":[65],"concept":[68],"allows":[73],"solving":[76],"multiple":[78],"problem":[79,114],"instances":[80],"same":[83],"cycle,":[85],"thus":[86],"reducing":[87],"number":[89],"rquired":[91],"calls":[92],"solver.":[97],"proposed":[99],"workflow":[100],"then":[102,126],"implemented":[103],"using":[104],"a":[105,112,116,134],"D-Wave":[106],"Advantage":[107],"system":[108],"tested":[110],"on":[111,115,140],"regression":[113],"real":[117],"Remote":[118],"Sensing":[119],"(RS)":[120],"dataset.":[121],"obtained":[123,132],"results":[124],"analyzed":[127],"compared":[129],"those":[131],"by":[133],"classical":[135],"approximation":[137],"based":[139],"Random":[141],"Fourier":[142],"Features.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}