{"id":"https://openalex.org/W4390693253","doi":"https://doi.org/10.1109/icecs58634.2023.10382765","title":"Parameter-free Neural Field-based Optimal Design of Nonuniform Transmission Lines","display_name":"Parameter-free Neural Field-based Optimal Design of Nonuniform Transmission Lines","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4390693253","doi":"https://doi.org/10.1109/icecs58634.2023.10382765"},"language":"en","primary_location":{"id":"doi:10.1109/icecs58634.2023.10382765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs58634.2023.10382765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","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/A5097027432","display_name":"Philipp G\u00e9rard Tr\u00e9muel","orcid":null},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Philipp G\u00e9rard Tr\u00e9muel","raw_affiliation_strings":["University of Amsterdam,Netherlands","University of Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002625178","display_name":"Efstratios Gavves","orcid":"https://orcid.org/0000-0001-8947-1332"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Efstratios Gavves","raw_affiliation_strings":["University of Amsterdam,Netherlands","University of Amsterdam, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Amsterdam,Netherlands","institution_ids":["https://openalex.org/I887064364"]},{"raw_affiliation_string":"University of Amsterdam, Netherlands","institution_ids":["https://openalex.org/I887064364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089165198","display_name":"Christoph W\u00fcrsch","orcid":"https://orcid.org/0000-0002-1337-3477"},"institutions":[{"id":"https://openalex.org/I4210129390","display_name":"OST - Ostschweizer Fachhochschule","ror":"https://ror.org/038mj2660","country_code":"CH","type":"education","lineage":["https://openalex.org/I4210129390"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Christoph W\u00fcrsch","raw_affiliation_strings":["Fachhochschule Ostschweiz,Switzerland","Fachhochschule Ostschweiz, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachhochschule Ostschweiz,Switzerland","institution_ids":["https://openalex.org/I4210129390"]},{"raw_affiliation_string":"Fachhochschule Ostschweiz, Switzerland","institution_ids":["https://openalex.org/I4210129390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109054974","display_name":"Klaus Frick","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129390","display_name":"OST - Ostschweizer Fachhochschule","ror":"https://ror.org/038mj2660","country_code":"CH","type":"education","lineage":["https://openalex.org/I4210129390"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Klaus Frick","raw_affiliation_strings":["Fachhochschule Ostschweiz,Switzerland","Fachhochschule Ostschweiz, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachhochschule Ostschweiz,Switzerland","institution_ids":["https://openalex.org/I4210129390"]},{"raw_affiliation_string":"Fachhochschule Ostschweiz, Switzerland","institution_ids":["https://openalex.org/I4210129390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093697223","display_name":"Robin Vetsch","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129390","display_name":"OST - Ostschweizer Fachhochschule","ror":"https://ror.org/038mj2660","country_code":"CH","type":"education","lineage":["https://openalex.org/I4210129390"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Robin Vetsch","raw_affiliation_strings":["Fachhochschule Ostschweiz,Switzerland","Fachhochschule Ostschweiz, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fachhochschule Ostschweiz,Switzerland","institution_ids":["https://openalex.org/I4210129390"]},{"raw_affiliation_string":"Fachhochschule Ostschweiz, Switzerland","institution_ids":["https://openalex.org/I4210129390"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2246,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54170087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10638","display_name":"Optical measurement and interference techniques","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9886999726295471,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11245","display_name":"Advanced Numerical Analysis Techniques","score":0.9700999855995178,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.693233072757721},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6310666799545288},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5623846650123596},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5558013916015625},{"id":"https://openalex.org/keywords/transmission-line","display_name":"Transmission line","score":0.47160086035728455},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.46956634521484375},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46944189071655273},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4671242833137512},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.4257206320762634},{"id":"https://openalex.org/keywords/frequency-domain","display_name":"Frequency domain","score":0.41919466853141785},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4179798364639282},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.3848715126514435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24619677662849426},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.23911243677139282},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2065412402153015},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.1997329294681549},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.1255396008491516}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.693233072757721},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6310666799545288},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5623846650123596},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5558013916015625},{"id":"https://openalex.org/C33441834","wikidata":"https://www.wikidata.org/wiki/Q693004","display_name":"Transmission line","level":2,"score":0.47160086035728455},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.46956634521484375},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46944189071655273},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4671242833137512},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.4257206320762634},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.41919466853141785},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4179798364639282},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3848715126514435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24619677662849426},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.23911243677139282},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2065412402153015},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.1997329294681549},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.1255396008491516},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icecs58634.2023.10382765","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs58634.2023.10382765","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS)","raw_type":"proceedings-article"},{"id":"pmh:oai:dare.uva.nl:openaire_cris_publications/1c0dc1c3-c408-457a-b31f-e80c0475c55e","is_oa":false,"landing_page_url":"https://handle.uba.uva.nl/personal/pure/en/publications/parameterfree-neural-fieldbased-optimal-design-of-nonuniform-transmission-lines(1c0dc1c3-c408-457a-b31f-e80c0475c55e).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400088","display_name":"UvA-DARE (University of Amsterdam)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I887064364","host_organization_name":"University of Amsterdam","host_organization_lineage":["https://openalex.org/I887064364"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tr\u00e9muel, P G, Gavves, E, W\u00fcrsch, C, Frick, K & Vetsch, R 2023, Parameter-free Neural Field-based Optimal Design of Nonuniform Transmission Lines. in ICECS 2023 : 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS) : 4-7 December 2023, Hilton Maslak \u0130stanbul, Turkey. Piscataway, NJ, pp. 211-214, 30th IEEE International Conference on Electronics, Circuits and Systems, Istanbul, Turkey, 4/12/23. https://doi.org/10.1109/ICECS58634.2023.10382765","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1964321167","https://openalex.org/W1970088130","https://openalex.org/W2053163383","https://openalex.org/W2120746936","https://openalex.org/W2157364932","https://openalex.org/W2166242310","https://openalex.org/W2211722460","https://openalex.org/W2502157807","https://openalex.org/W2586234594","https://openalex.org/W2963627347","https://openalex.org/W2968784654","https://openalex.org/W3013956918","https://openalex.org/W3045529754","https://openalex.org/W4206174319","https://openalex.org/W4292348086","https://openalex.org/W4306377449","https://openalex.org/W4385810022","https://openalex.org/W6642010579","https://openalex.org/W7005955626"],"related_works":["https://openalex.org/W4285277090","https://openalex.org/W4327738859","https://openalex.org/W2348722996","https://openalex.org/W2334570605","https://openalex.org/W2081900870","https://openalex.org/W3181683615","https://openalex.org/W4286826125","https://openalex.org/W1633485514","https://openalex.org/W1604739066","https://openalex.org/W2026988032"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,22,31,36,57,101],"novel":[4],"method":[5,106],"for":[6,12,56,94],"resolution":[7],"free,":[8],"free-form":[9],"shape":[10],"optimization":[11,67,85],"nonuniform":[13],"transmission":[14,102],"lines":[15],"using":[16],"artificial":[17],"neural":[18,32,46],"networks.":[19],"We":[20],"use":[21,80],"low":[23],"dimensional":[24],"representation":[25],"of":[26,81,99],"the":[27,49,53,66,70,79,95],"geometries":[28,116],"by":[29],"learning":[30],"field":[33],"embedding":[34],"with":[35,117],"contrastive":[37],"loss":[38],"function":[39],"to":[40,64,112,114],"group":[41],"similar":[42],"geometries.":[43],"A":[44],"second":[45],"network":[47],"predicts":[48],"scattering":[50],"parameters":[51],"from":[52],"encoded":[54],"geometry":[55],"given":[58],"frequency":[59,71],"point,":[60],"that":[61],"are":[62],"used":[63],"define":[65],"objective":[68],"in":[69],"domain.":[72],"The":[73,87,105],"whole":[74],"pipeline":[75],"is":[76,107],"fully-differentiable":[77],"enabling":[78],"fast":[82],"gradient":[83],"based":[84],"methods.":[86],"proposed":[88],"model":[89],"architecture":[90],"shows":[91],"promising":[92],"results":[93],"simple":[96],"test":[97],"case":[98],"optimizing":[100],"line":[103],"taper.":[104],"fast,":[108],"stable":[109],"and":[110,120],"flexible":[111],"apply":[113],"different":[115,118],"constraints":[119],"requirements.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}