{"id":"https://openalex.org/W2073386256","doi":"https://doi.org/10.1109/ssp.2012.6319676","title":"Approximate message passing meets exploration seismology","display_name":"Approximate message passing meets exploration seismology","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2073386256","doi":"https://doi.org/10.1109/ssp.2012.6319676","mag":"2073386256"},"language":"en","primary_location":{"id":"doi:10.1109/ssp.2012.6319676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp.2012.6319676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Statistical Signal Processing Workshop (SSP)","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/A5010780250","display_name":"Felix J. Herrmann","orcid":"https://orcid.org/0000-0003-1180-2167"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Felix J. Herrmann","raw_affiliation_strings":["Department of Earth and Ocean Sciences, University of British Columbia, Vancouver, Canada","The University of British Columbia, Department of Earth & Ocean Sciences, Vancouver, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Earth and Ocean Sciences, University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]},{"raw_affiliation_string":"The University of British Columbia, Department of Earth & Ocean Sciences, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5010780250"],"corresponding_institution_ids":["https://openalex.org/I141945490"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13891376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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/T10271","display_name":"Seismic Imaging and Inversion Techniques","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1908","display_name":"Geophysics"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9916999936103821,"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/computer-science","display_name":"Computer science","score":0.6224644780158997},{"id":"https://openalex.org/keywords/message-passing","display_name":"Message passing","score":0.5833452343940735},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.3654285967350006},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.36321115493774414},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.23261761665344238}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6224644780158997},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.5833452343940735},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.3654285967350006},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.36321115493774414},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.23261761665344238}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssp.2012.6319676","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp.2012.6319676","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Statistical Signal Processing Workshop (SSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.397.6265","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.397.6265","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://www.slim.eos.ubc.ca/Publications/Public/Conferences/SSP/2012/herrmann2012SSPamp/herrmann2012SSPamp.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2011249813","https://openalex.org/W2032473164","https://openalex.org/W2042040926","https://openalex.org/W2082029531","https://openalex.org/W2083042020","https://openalex.org/W2108214478","https://openalex.org/W2112349215","https://openalex.org/W2145096794","https://openalex.org/W2296616510","https://openalex.org/W2965130990","https://openalex.org/W4250955649"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2978729728","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2390279801","https://openalex.org/W2245170124","https://openalex.org/W2076393078","https://openalex.org/W2358668433","https://openalex.org/W2368564840"],"abstract_inverted_index":{"Data":[0],"collection,":[1],"data":[2],"processing,":[3],"and":[4,56,78],"imaging":[5,81],"in":[6,34,75,79],"exploration":[7],"seismology":[8],"increasingly":[9],"hinge":[10],"on":[11],"large-scale":[12],"sparsity":[13],"promoting":[14],"solvers":[15,46,72],"to":[16,22,62,70],"remove":[17],"artifacts":[18],"caused":[19],"by":[20,47],"efforts":[21],"reduce":[23],"costs.":[24],"We":[25,65],"show":[26],"how":[27],"the":[28,35,38,41,53,57],"inclusion":[29],"of":[30,37,43],"a":[31],"\u201cmessage":[32],"term\u201d":[33],"calculation":[36],"residuals":[39],"improves":[40],"convergence":[42],"these":[44],"iterative":[45],"breaking":[48],"correlations":[49],"that":[50,60],"develop":[51],"between":[52],"model":[54],"iterate":[55],"linear":[58],"system":[59],"needs":[61],"be":[63],"inverted.":[64],"compare":[66],"this":[67],"message-passing":[68],"scheme":[69],"state-of-the-art":[71],"for":[73],"problems":[74],"missing-trace":[76],"interpolation":[77],"dimensionality-reduced":[80],"with":[82],"phase":[83],"encoding.":[84]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}