{"id":"https://openalex.org/W4410392982","doi":"https://doi.org/10.1007/978-3-031-92366-1_22","title":"Deep Unrolling for\u00a0Learning Optimal Spatially Varying Regularisation Parameters for\u00a0Total Generalised Variation","display_name":"Deep Unrolling for\u00a0Learning Optimal Spatially Varying Regularisation Parameters for\u00a0Total Generalised Variation","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410392982","doi":"https://doi.org/10.1007/978-3-031-92366-1_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-92366-1_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92366-1_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5017052718","display_name":"Thanh Trung Vu","orcid":null},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]},{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Thanh Trung Vu","raw_affiliation_strings":["School of Mathematical Sciences, Queen Mary University of London, London, UK","University of Cambridge, Cambridge, UK"],"raw_orcid":"https://orcid.org/0009-0000-4353-7631","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Queen Mary University of London, London, UK","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"University of Cambridge, Cambridge, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010913753","display_name":"Andreas Kofler","orcid":"https://orcid.org/0000-0001-9169-2572"},"institutions":[{"id":"https://openalex.org/I1285933455","display_name":"Physikalisch-Technische Bundesanstalt","ror":"https://ror.org/05r3f7h03","country_code":"DE","type":"government","lineage":["https://openalex.org/I1285933455","https://openalex.org/I4210136623"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Kofler","raw_affiliation_strings":["Physikalisch-Technische Bundesanstalt (PTB), Braunschweig and Berlin, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9169-2572","affiliations":[{"raw_affiliation_string":"Physikalisch-Technische Bundesanstalt (PTB), Braunschweig and Berlin, Germany","institution_ids":["https://openalex.org/I1285933455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033749693","display_name":"Kostas Papafitsoros","orcid":"https://orcid.org/0000-0001-9691-4576"},"institutions":[{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kostas Papafitsoros","raw_affiliation_strings":["Queen Mary University of London, London, UK","School of Mathematical Sciences, Queen Mary University of London, London, UK"],"raw_orcid":"https://orcid.org/0000-0001-9691-4576","affiliations":[{"raw_affiliation_string":"Queen Mary University of London, London, UK","institution_ids":["https://openalex.org/I166337079"]},{"raw_affiliation_string":"School of Mathematical Sciences, Queen Mary University of London, London, UK","institution_ids":["https://openalex.org/I166337079"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5017052718"],"corresponding_institution_ids":["https://openalex.org/I166337079","https://openalex.org/I241749"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":23.4074,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.98416469,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"282","last_page":"294"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11205","display_name":"Numerical methods in inverse problems","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11205","display_name":"Numerical methods in inverse problems","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9955000281333923,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7732498645782471},{"id":"https://openalex.org/keywords/variation","display_name":"Variation (astronomy)","score":0.6309696435928345},{"id":"https://openalex.org/keywords/loop-unrolling","display_name":"Loop unrolling","score":0.46076512336730957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4277288615703583},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.356905996799469},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11660996079444885},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.0842360258102417},{"id":"https://openalex.org/keywords/astrophysics","display_name":"Astrophysics","score":0.06470945477485657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7732498645782471},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.6309696435928345},{"id":"https://openalex.org/C76970557","wikidata":"https://www.wikidata.org/wiki/Q1869750","display_name":"Loop unrolling","level":3,"score":0.46076512336730957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4277288615703583},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.356905996799469},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11660996079444885},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0842360258102417},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.06470945477485657},{"id":"https://openalex.org/C169590947","wikidata":"https://www.wikidata.org/wiki/Q47506","display_name":"Compiler","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-92366-1_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92366-1_22","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.41999998688697815,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W14790898","https://openalex.org/W1901129140","https://openalex.org/W2000594266","https://openalex.org/W2092663520","https://openalex.org/W2113030459","https://openalex.org/W2146545011","https://openalex.org/W2762904187","https://openalex.org/W2963316436","https://openalex.org/W2964004468","https://openalex.org/W2980686230","https://openalex.org/W2992599411","https://openalex.org/W3005590813","https://openalex.org/W3023841811","https://openalex.org/W3099364979","https://openalex.org/W3198331841","https://openalex.org/W4235806146","https://openalex.org/W4380204022","https://openalex.org/W4385663225","https://openalex.org/W4389146134","https://openalex.org/W4394625839","https://openalex.org/W4403694693","https://openalex.org/W6930934269"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2148967747","https://openalex.org/W4256534760","https://openalex.org/W3008658471","https://openalex.org/W2133860611","https://openalex.org/W4394683546","https://openalex.org/W2921290383","https://openalex.org/W2383874519"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}