{"id":"https://openalex.org/W4410614358","doi":"https://doi.org/10.1109/lcsys.2025.3572651","title":"Distributions and Direct Parametrization for Stable Stochastic State-Space Models","display_name":"Distributions and Direct Parametrization for Stable Stochastic State-Space Models","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410614358","doi":"https://doi.org/10.1109/lcsys.2025.3572651"},"language":"en","primary_location":{"id":"doi:10.1109/lcsys.2025.3572651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2025.3572651","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Control Systems Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/ws/files/782121645/Accepted_Author_Manuscript.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010496764","display_name":"Mohamad Al Ahdab","orcid":"https://orcid.org/0000-0001-9631-3199"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Mohamad Al Ahdab","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-9631-3199","affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090108098","display_name":"Zheng\u2010Hua Tan","orcid":"https://orcid.org/0000-0001-6856-8928"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Zheng-Hua Tan","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-6856-8928","affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057662343","display_name":"John Leth","orcid":"https://orcid.org/0000-0001-6043-1687"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"John Leth","raw_affiliation_strings":["Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-6043-1687","affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Aalborg University, Aalborg Øst, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11667165,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"444","last_page":"449"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.46950000524520874,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.46950000524520874,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/parametrization","display_name":"Parametrization (atmospheric modeling)","score":0.9296411275863647},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.6060149073600769},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.5316612720489502},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.39571669697761536},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3872663974761963},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2929436266422272},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15807658433914185},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.08526653051376343}],"concepts":[{"id":"https://openalex.org/C202887219","wikidata":"https://www.wikidata.org/wiki/Q3895221","display_name":"Parametrization (atmospheric modeling)","level":3,"score":0.9296411275863647},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.6060149073600769},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.5316612720489502},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.39571669697761536},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3872663974761963},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2929436266422272},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15807658433914185},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.08526653051376343},{"id":"https://openalex.org/C74902906","wikidata":"https://www.wikidata.org/wiki/Q1190858","display_name":"Radiative transfer","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lcsys.2025.3572651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcsys.2025.3572651","pdf_url":null,"source":{"id":"https://openalex.org/S4306422535","display_name":"IEEE Control Systems Letters","issn_l":"2475-1456","issn":["2475-1456"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Control Systems Letters","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/92a27659-7cc8-4589-81c3-2e4843c76ae2","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/92a27659-7cc8-4589-81c3-2e4843c76ae2","pdf_url":"https://vbn.aau.dk/ws/files/782121645/Accepted_Author_Manuscript.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ahdab, M A, Tan, Z-H & Leth, J-J 2025, 'Distributions and Direct Parametrization for Stable Stochastic State-Space Models', IEEE Control Systems Letters, vol. 9, pp. 444-449. https://doi.org/10.1109/LCSYS.2025.3572651","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/92a27659-7cc8-4589-81c3-2e4843c76ae2","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/92a27659-7cc8-4589-81c3-2e4843c76ae2","pdf_url":"https://vbn.aau.dk/ws/files/782121645/Accepted_Author_Manuscript.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ahdab, M A, Tan, Z-H & Leth, J-J 2025, 'Distributions and Direct Parametrization for Stable Stochastic State-Space Models', IEEE Control Systems Letters, vol. 9, pp. 444-449. https://doi.org/10.1109/LCSYS.2025.3572651","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410614358.pdf","grobid_xml":"https://content.openalex.org/works/W4410614358.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1964164732","https://openalex.org/W1985755116","https://openalex.org/W1995502176","https://openalex.org/W2026724057","https://openalex.org/W2048971218","https://openalex.org/W2052334067","https://openalex.org/W2058246047","https://openalex.org/W2083706900","https://openalex.org/W2105239319","https://openalex.org/W2113592754","https://openalex.org/W2130212796","https://openalex.org/W2146907631","https://openalex.org/W2564963669","https://openalex.org/W2748702226","https://openalex.org/W2912619267","https://openalex.org/W2954040150","https://openalex.org/W2963212984","https://openalex.org/W2993625421","https://openalex.org/W3098412154","https://openalex.org/W3213580912","https://openalex.org/W4289257129","https://openalex.org/W4386918958","https://openalex.org/W4400946803","https://openalex.org/W6633011608","https://openalex.org/W6752474965"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2153421756","https://openalex.org/W2054489697","https://openalex.org/W2077818434","https://openalex.org/W2361081803","https://openalex.org/W2036241269","https://openalex.org/W2109057766","https://openalex.org/W4250375811","https://openalex.org/W2078644396","https://openalex.org/W2026930022"],"abstract_inverted_index":{"We":[0,39],"present":[1],"a":[2,44],"direct":[3],"parametrization":[4],"for":[5,34],"continuous-time":[6],"stochastic":[7,16],"state-space":[8],"models":[9],"that":[10,27],"ensures":[11],"external":[12],"stability":[13,30],"via":[14],"the":[15,22],"bounded-real":[17],"lemma.":[18],"Our":[19],"formulation":[20],"facilitates":[21],"construction":[23],"of":[24],"probabilistic":[25],"priors":[26],"enforce":[28],"almost-sure":[29],"which":[31],"are":[32],"suitable":[33],"sampling-based":[35],"Bayesian":[36],"inference":[37],"methods.":[38],"validate":[40],"our":[41],"work":[42],"with":[43,55],"simulation":[45],"example":[46],"and":[47],"demonstrate":[48],"its":[49],"ability":[50],"to":[51],"yield":[52],"stable":[53],"predictions":[54],"uncertainty":[56],"quantification.":[57]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}