{"id":"https://openalex.org/W4403932541","doi":"https://doi.org/10.1088/2632-2153/ad8daa","title":"Machine learning visualization tool for exploring parameterized hydrodynamics <sup>*</sup>","display_name":"Machine learning visualization tool for exploring parameterized hydrodynamics <sup>*</sup>","publication_year":2024,"publication_date":"2024-10-31","ids":{"openalex":"https://openalex.org/W4403932541","doi":"https://doi.org/10.1088/2632-2153/ad8daa"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/ad8daa","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad8daa","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1088/2632-2153/ad8daa","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060863909","display_name":"Charles F. Jekel","orcid":"https://orcid.org/0000-0003-0339-0668"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C F Jekel","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":"https://orcid.org/0000-0003-0339-0668","affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076886077","display_name":"Dane M. Sterbentz","orcid":"https://orcid.org/0000-0003-2447-2865"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D M Sterbentz","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087585256","display_name":"Thomas Stitt","orcid":"https://orcid.org/0000-0002-7068-2073"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T M Stitt","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002076953","display_name":"Philip Mocz","orcid":"https://orcid.org/0000-0001-6631-2566"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P Mocz","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":"https://orcid.org/0000-0001-6631-2566","affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081558023","display_name":"Robert N. Rieben","orcid":"https://orcid.org/0000-0003-3526-0649"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R N Rieben","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014441104","display_name":"D. White","orcid":"https://orcid.org/0000-0001-8461-2829"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"D A White","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069056278","display_name":"Jonathan L. Belof","orcid":"https://orcid.org/0000-0001-6551-7439"},"institutions":[{"id":"https://openalex.org/I1282311441","display_name":"Lawrence Livermore National Laboratory","ror":"https://ror.org/041nk4h53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282311441","https://openalex.org/I1330989302","https://openalex.org/I198811213","https://openalex.org/I4210138311"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J L Belof","raw_affiliation_strings":["Lawrence Livermore National Laboratory"],"raw_orcid":"https://orcid.org/0000-0001-6551-7439","affiliations":[{"raw_affiliation_string":"Lawrence Livermore National Laboratory","institution_ids":["https://openalex.org/I1282311441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1282311441"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":1600,"currency":"GBP","value_usd":1962},"fwci":0.1943,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47772691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"5","issue":"4","first_page":"045048","last_page":"045048"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9972000122070312,"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"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9972000122070312,"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"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9842000007629395,"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"}},{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7073401212692261},{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.7036055326461792},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.514214277267456},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4870339035987854},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43771225214004517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3933561146259308},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.33964407444000244}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7073401212692261},{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.7036055326461792},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.514214277267456},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4870339035987854},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43771225214004517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3933561146259308},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.33964407444000244}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1088/2632-2153/ad8daa","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad8daa","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e0fc8ea09f224f358124a8608a2f8b34","is_oa":true,"landing_page_url":"https://doaj.org/article/e0fc8ea09f224f358124a8608a2f8b34","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning: Science and Technology, Vol 5, Iss 4, p 045048 (2024)","raw_type":"article"},{"id":"pmh:oai:osti.gov:2479017","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2479017","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1088/2632-2153/ad8daa","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/ad8daa","pdf_url":null,"source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W182512122","https://openalex.org/W1522301498","https://openalex.org/W1665214252","https://openalex.org/W1836465849","https://openalex.org/W1964274550","https://openalex.org/W1987698555","https://openalex.org/W2005126631","https://openalex.org/W2005912901","https://openalex.org/W2017852119","https://openalex.org/W2032756564","https://openalex.org/W2038735852","https://openalex.org/W2064879347","https://openalex.org/W2067673417","https://openalex.org/W2094734657","https://openalex.org/W2119968343","https://openalex.org/W2128073546","https://openalex.org/W2133567334","https://openalex.org/W2145594092","https://openalex.org/W2180650559","https://openalex.org/W2332483184","https://openalex.org/W2333877756","https://openalex.org/W2535388113","https://openalex.org/W2573886988","https://openalex.org/W2622263826","https://openalex.org/W2767572061","https://openalex.org/W2772024371","https://openalex.org/W2783853321","https://openalex.org/W2899283552","https://openalex.org/W2944190388","https://openalex.org/W2963684088","https://openalex.org/W2965418658","https://openalex.org/W2965742591","https://openalex.org/W2989483616","https://openalex.org/W2995938473","https://openalex.org/W3014753739","https://openalex.org/W3025571086","https://openalex.org/W3039796098","https://openalex.org/W3106178351","https://openalex.org/W3129831491","https://openalex.org/W3137230174","https://openalex.org/W3173251722","https://openalex.org/W3183494825","https://openalex.org/W4210390389","https://openalex.org/W4210649579","https://openalex.org/W4221011222","https://openalex.org/W4285731513","https://openalex.org/W4289341719","https://openalex.org/W4289515259","https://openalex.org/W4295312788","https://openalex.org/W4309900025","https://openalex.org/W4313158805","https://openalex.org/W4319158397","https://openalex.org/W4320730519","https://openalex.org/W4321648921","https://openalex.org/W4376878824","https://openalex.org/W4378942490","https://openalex.org/W4385210301","https://openalex.org/W4390840409","https://openalex.org/W4390937897","https://openalex.org/W4391878157","https://openalex.org/W4394778212","https://openalex.org/W4395480804","https://openalex.org/W4400657449","https://openalex.org/W6631190155","https://openalex.org/W6637242042","https://openalex.org/W6638667902","https://openalex.org/W6679154154","https://openalex.org/W6685352114","https://openalex.org/W6739622702","https://openalex.org/W6766978945","https://openalex.org/W6777502121","https://openalex.org/W6780239773","https://openalex.org/W6853189593","https://openalex.org/W6864988739"],"related_works":["https://openalex.org/W2051058708","https://openalex.org/W1494268238","https://openalex.org/W154868527","https://openalex.org/W1983207144","https://openalex.org/W2490706771","https://openalex.org/W2480116122","https://openalex.org/W4255576661","https://openalex.org/W1516574938","https://openalex.org/W2625725254","https://openalex.org/W2563912921"],"abstract_inverted_index":{"Abstract":[0],"We":[1,74],"are":[2,25],"interested":[3],"in":[4,37],"the":[5],"computational":[6,52,97],"study":[7,53],"of":[8,70],"shock":[9],"hydrodynamics,":[10],"i.e.":[11],"problems":[12,24],"involving":[13],"compressible":[14],"solids,":[15],"liquids,":[16],"and":[17,27,29,49,88,99,109],"gases":[18],"that":[19,81],"undergo":[20],"large":[21,91],"deformation.":[22],"These":[23],"dynamic":[26],"nonlinear":[28],"can":[30,82],"exhibit":[31],"complex":[32,111],"instabilities.":[33],"Due":[34],"to":[35,44,85,101],"advances":[36],"high":[38],"performance":[39],"computing":[40],"it":[41],"is":[42],"possible":[43],"parameterize":[45],"a":[46,51],"hydrodynamic":[47,112],"problem":[48],"perform":[50,106],"yielding":[54],"<mml:math":[55],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[56],"overflow=\"scroll\">":[57],"<mml:mrow>":[58,59,63],"<mml:mi":[60],"class=\"MJX-tex-calligraphic\">O</mml:mi>":[61],"</mml:mrow>":[62,67,68],"<mml:mo>(</mml:mo>":[64],"<mml:mtext>TB</mml:mtext>":[65],"<mml:mo>)</mml:mo>":[66],"</mml:math>":[69],"simulation":[71,92],"state":[72],"data.":[73],"present":[75],"an":[76],"interactive":[77],"machine":[78],"learning":[79],"tool":[80,95],"be":[83],"used":[84],"compress,":[86],"browse,":[87],"interpolate":[89],"these":[90],"datasets.":[93],"This":[94],"allows":[96],"scientists":[98],"researchers":[100],"quickly":[102],"visualize":[103],"\u2018what-if\u2019":[104],"situations,":[105],"sensitivity":[107],"analyses,":[108],"optimize":[110],"experiments.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2024-11-01T00:00:00"}