{"id":"https://openalex.org/W2969903051","doi":"https://doi.org/10.1109/tmbmc.2019.2936349","title":"Uncertainty Quantification in Molecular Signals Using Polynomial Chaos Expansion","display_name":"Uncertainty Quantification in Molecular Signals Using Polynomial Chaos Expansion","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2969903051","doi":"https://doi.org/10.1109/tmbmc.2019.2936349","mag":"2969903051"},"language":"en","primary_location":{"id":"doi:10.1109/tmbmc.2019.2936349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmbmc.2019.2936349","pdf_url":null,"source":{"id":"https://openalex.org/S2490853239","display_name":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","issn_l":"2332-7804","issn":["2332-7804","2372-2061"],"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 Transactions on Molecular, Biological and Multi-Scale Communications","raw_type":"journal-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/A5009425930","display_name":"Mahmoud Abbaszadeh","orcid":"https://orcid.org/0000-0002-3736-2086"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mahmoud Abbaszadeh","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, U.K"],"raw_orcid":"https://orcid.org/0000-0002-3736-2086","affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073693380","display_name":"Giannis Moutsinas","orcid":null},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Giannis Moutsinas","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069512244","display_name":"Peter J. Thomas","orcid":"https://orcid.org/0000-0001-5259-4494"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter J. Thomas","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062362866","display_name":"Weisi Guo","orcid":"https://orcid.org/0000-0003-3524-3953"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Weisi Guo","raw_affiliation_strings":["School of Engineering, University of Warwick, Coventry, U.K"],"raw_orcid":"https://orcid.org/0000-0003-3524-3953","affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick, Coventry, U.K","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009425930"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":0.5572,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.6634042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"4","issue":"4","first_page":"248","last_page":"256"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13052","display_name":"Molecular Communication and Nanonetworks","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T13052","display_name":"Molecular Communication and Nanonetworks","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11513","display_name":"stochastic dynamics and bifurcation","score":0.9800000190734863,"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/polynomial-chaos","display_name":"Polynomial chaos","score":0.8697296380996704},{"id":"https://openalex.org/keywords/molecular-communication","display_name":"Molecular communication","score":0.7066916227340698},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.60245680809021},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.5686607360839844},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5676377415657043},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5130714178085327},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.48799484968185425},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45943233370780945},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.44804489612579346},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.44125279784202576},{"id":"https://openalex.org/keywords/propagation-of-uncertainty","display_name":"Propagation of uncertainty","score":0.4248659014701843},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31570157408714294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3045242130756378},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17506542801856995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16702619194984436},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.1546262800693512},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1423012614250183},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1277015507221222},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11724087595939636},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.11068123579025269},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.07936227321624756}],"concepts":[{"id":"https://openalex.org/C197656079","wikidata":"https://www.wikidata.org/wiki/Q17147719","display_name":"Polynomial chaos","level":3,"score":0.8697296380996704},{"id":"https://openalex.org/C2779767902","wikidata":"https://www.wikidata.org/wiki/Q17037278","display_name":"Molecular communication","level":4,"score":0.7066916227340698},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.60245680809021},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.5686607360839844},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5676377415657043},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5130714178085327},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.48799484968185425},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45943233370780945},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.44804489612579346},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.44125279784202576},{"id":"https://openalex.org/C123614077","wikidata":"https://www.wikidata.org/wiki/Q1364905","display_name":"Propagation of uncertainty","level":2,"score":0.4248659014701843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31570157408714294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3045242130756378},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17506542801856995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16702619194984436},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.1546262800693512},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1423012614250183},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1277015507221222},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11724087595939636},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.11068123579025269},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.07936227321624756},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tmbmc.2019.2936349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmbmc.2019.2936349","pdf_url":null,"source":{"id":"https://openalex.org/S2490853239","display_name":"IEEE Transactions on Molecular Biological and Multi-Scale Communications","issn_l":"2332-7804","issn":["2332-7804","2372-2061"],"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 Transactions on Molecular, Biological and Multi-Scale Communications","raw_type":"journal-article"},{"id":"pmh:oai:wrap.warwick.ac.uk:128367","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400665","display_name":"Warwick Research Archive Portal (University of Warwick)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39555362","host_organization_name":"University of Warwick","host_organization_lineage":["https://openalex.org/I39555362"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3593099055","display_name":"CoTRE - Complexity Twin for Resilient Ecosystems","funder_award_id":"EP/R041725/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4072067573","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G5092075770","display_name":null,"funder_award_id":"FA9550-17-1-0056","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G5736193678","display_name":null,"funder_award_id":"EP/R041725/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8597009950","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1256077395","https://openalex.org/W1966268321","https://openalex.org/W1967781683","https://openalex.org/W1976070163","https://openalex.org/W2030766692","https://openalex.org/W2050528468","https://openalex.org/W2062500960","https://openalex.org/W2077258873","https://openalex.org/W2100614560","https://openalex.org/W2136602340","https://openalex.org/W2155726536","https://openalex.org/W2168002711","https://openalex.org/W2169061810","https://openalex.org/W2220300328","https://openalex.org/W2315089058","https://openalex.org/W2550079633","https://openalex.org/W2558541964","https://openalex.org/W2606860700","https://openalex.org/W2621184810","https://openalex.org/W2621379600","https://openalex.org/W2754364822","https://openalex.org/W2809731233","https://openalex.org/W2904050150","https://openalex.org/W2946818508","https://openalex.org/W3010970241","https://openalex.org/W3099671035","https://openalex.org/W3100991707","https://openalex.org/W4236122286","https://openalex.org/W6743777693"],"related_works":["https://openalex.org/W3215394929","https://openalex.org/W2108001913","https://openalex.org/W2014910883","https://openalex.org/W2789381754","https://openalex.org/W2517755966","https://openalex.org/W3158222746","https://openalex.org/W2778200063","https://openalex.org/W141012524","https://openalex.org/W2888380064","https://openalex.org/W2257115329"],"abstract_inverted_index":{"Molecular":[0,93],"signals":[1],"are":[2],"abundant":[3],"in":[4,13,40,75,80],"engineering":[5],"and":[6,9,27,50,97],"biological":[7],"contexts,":[8],"undergo":[10],"stochastic":[11],"propagation":[12],"fluid":[14],"dynamic":[15],"channels.":[16],"The":[17],"received":[18,47,82,103],"signal":[19,48],"is":[20],"sensitive":[21],"to":[22,58,71,78],"a":[23,41,90],"variety":[24,42],"of":[25,43],"input":[26],"channel":[28,96],"parameter":[29],"variations.":[30],"Currently":[31],"we":[32,53,65,88],"do":[33,52],"not":[34],"understand":[35],"how":[36],"uncertainty":[37,74,79],"or":[38],"noise":[39],"parameters":[44,76,100],"affect":[45,101],"the":[46,81,102,108],"concentration,":[49],"nor":[51],"have":[54],"an":[55],"analytical":[56],"framework":[57],"tackle":[59],"this":[60,63],"challenge.":[61],"In":[62],"paper":[64],"utilize":[66],"Polynomial":[67],"Chaos":[68],"Expansion":[69],"(PCE)":[70],"show":[72],"that":[73],"propagates":[77],"signal.":[83],"For":[84],"demonstrating":[85],"its":[86],"applicability":[87],"consider":[89],"Turbulent":[91],"Diffusion":[92],"Communication":[94],"(TDMC)":[95],"highlight":[98],"which":[99],"signals.":[104],"This":[105],"can":[106],"pave":[107],"way":[109],"for":[110],"future":[111],"information":[112],"theoretic":[113],"insights,":[114],"as":[115,117],"well":[116],"guide":[118],"experimental":[119],"design.":[120]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}