{"id":"https://openalex.org/W1987403413","doi":"https://doi.org/10.1177/1094342003017002001","title":"NERSC \u201cVisualization Greenbook\u201d Future Visualization Needs of the Doe Computational Science Community Hosted at NERSC","display_name":"NERSC \u201cVisualization Greenbook\u201d Future Visualization Needs of the Doe Computational Science Community Hosted at NERSC","publication_year":2003,"publication_date":"2003-05-01","ids":{"openalex":"https://openalex.org/W1987403413","doi":"https://doi.org/10.1177/1094342003017002001","mag":"1987403413"},"language":"en","primary_location":{"id":"doi:10.1177/1094342003017002001","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342003017002001","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","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/A5077191719","display_name":"Bernd Hamann","orcid":"https://orcid.org/0000-0002-3579-5005"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Bernd Hamann","raw_affiliation_strings":["UNIVERSITY OF CALIFORNIA, DAVIS","university of california, davis"],"affiliations":[{"raw_affiliation_string":"UNIVERSITY OF CALIFORNIA, DAVIS","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"university of california, davis","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113461040","display_name":"E. Wes Bethel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E. Wes Bethel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066426676","display_name":"Horst D. Simon","orcid":"https://orcid.org/0000-0003-0832-3720"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Horst Simon","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5081906566","display_name":"Juan Meza","orcid":"https://orcid.org/0000-0003-4543-0349"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan Meza","raw_affiliation_strings":["NERSC, LAWRENCE BERKELEY NATIONAL LABORATORY","NERSC-Lawrence Berkeley National Laboratory#TAB#"],"affiliations":[{"raw_affiliation_string":"NERSC, LAWRENCE BERKELEY NATIONAL LABORATORY","institution_ids":[]},{"raw_affiliation_string":"NERSC-Lawrence Berkeley National Laboratory#TAB#","institution_ids":["https://openalex.org/I148283060"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077191719"],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":2.6582,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92146465,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"17","issue":"2","first_page":"097","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9807999730110168,"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/T10799","display_name":"Data Visualization and Analytics","score":0.9728000164031982,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.891494631767273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6643765568733215},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5237234234809875},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48457038402557373},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4707660675048828},{"id":"https://openalex.org/keywords/scientific-visualization","display_name":"Scientific visualization","score":0.4414435029029846},{"id":"https://openalex.org/keywords/information-visualization","display_name":"Information visualization","score":0.43421435356140137},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09834340214729309}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.891494631767273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6643765568733215},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5237234234809875},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48457038402557373},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4707660675048828},{"id":"https://openalex.org/C59740354","wikidata":"https://www.wikidata.org/wiki/Q2737866","display_name":"Scientific visualization","level":3,"score":0.4414435029029846},{"id":"https://openalex.org/C185578843","wikidata":"https://www.wikidata.org/wiki/Q10609775","display_name":"Information visualization","level":3,"score":0.43421435356140137},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09834340214729309},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1094342003017002001","is_oa":false,"landing_page_url":"https://doi.org/10.1177/1094342003017002001","pdf_url":null,"source":{"id":"https://openalex.org/S60606485","display_name":"The International Journal of High Performance Computing Applications","issn_l":"1094-3420","issn":["1094-3420","1741-2846"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Journal of High Performance Computing Applications","raw_type":"journal-article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt0ft5q1xv","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/0ft5q1xv","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:qt0ft5q1xv","is_oa":false,"landing_page_url":"http://www.escholarship.org/uc/item/0ft5q1xv","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hamann, Bernd; Bethel, E. Wes; Simon, Horst; &amp; Meza, Juan. (2002). NERSC \"Visualization Greenbook\" Future visualization needs of the DOE \\ncomputational science community hosted at NERSC. Lawrence Berkeley National Laboratory. Lawrence Berkeley National Laboratory: Lawrence Berkeley National Laboratory. Retrieved from: http://www.escholarship.org/uc/item/0ft5q1xv","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1993832863","https://openalex.org/W1486114612","https://openalex.org/W616398916","https://openalex.org/W2156634801","https://openalex.org/W2049444071","https://openalex.org/W2588347658","https://openalex.org/W2090746914","https://openalex.org/W1985297240","https://openalex.org/W139576495","https://openalex.org/W1562630052"],"abstract_inverted_index":{"In":[0,189],"this":[1,43,141,158],"paper":[2],"we":[3,526],"present":[4],"the":[5,29,51,56,75,85,89,107,131,227,232,319,381,430,471,489,497,500,504,524,594,609,624],"findings":[6,147],"and":[7,63,98,121,148,160,245,299,405,414,446,458,464,473,486,556,575,597,614],"recommendations":[8,149,532],"that":[9,73,150,172,237,533,544,558,592],"emerged":[10],"from":[11,50,68,83,324,343],"a":[12,69,144,168,202,210,216,351,521,529,541,578,583,605,620],"one-day":[13],"workshop":[14,44,61,90,142],"held":[15],"at":[16,273,380],"Lawrence":[17],"Berkeley":[18],"National":[19,30],"Laboratory":[20],"(LBNL)":[21],"on":[22,55,226,546],"June":[23],"5,":[24],"2002,":[25],"in":[26,106,113,126,153,157,177,253,284,305,330,337,426,488,577,586,608,623],"conjunction":[27],"with":[28,222,589],"Energy":[31],"Research":[32],"Scientific":[33,165],"Computing":[34],"(NERSC)":[35],"User":[36],"Group":[37],"(NUG)":[38],"Meeting.":[39],"The":[40,60,138,204,409,477],"motivation":[41],"for":[42,201,240,277,360,378,394,448,630],"was":[45],"to":[46,103,128,191,199,207,307,321,326,356,373,407,428,453,513,517],"solicit":[47],"direct":[48],"input":[49],"application":[52,243,348],"science":[53,136,183,475,502],"community":[54],"subject":[57],"of":[58,71,117,133,140,146,212,257,264,411,456,462,483,496,499,523,531,599,611,626],"visualization.":[59,396,548,617],"speakers":[62],"participants":[64],"included":[65],"computational":[66,135,182,223,474,478,501],"scientists":[67,349,479],"cross-section":[70],"disciplines":[72],"use":[74,200],"NERSC":[76],"facility,":[77,235],"as":[78,80,185,187,229,231,269,289,318,512,537],"well":[79,186,230],"visualization":[81,105,119,166,194,234,249,260,279,290,293,345,357,361,379,412,449,472,490,505,551,571,588,613],"researchers":[82],"across":[84],"country.":[86],"We":[87,109],"asked":[88],"contributors":[91],"how":[92,99,118],"they":[93,100],"currently":[94],"visualize":[95],"their":[96,518],"results,":[97],"would":[101,333],"like":[102],"do":[104],"future.":[108],"were":[110],"especially":[111],"interested":[112],"each":[114,241,363],"individual's":[115],"view":[116],"tools":[120,236,250,261,280,413,425,450,555],"services":[122],"could":[123],"be":[124,192,197,334,509,514,535,560],"improved":[125],"order":[127,190,306,427],"better":[129,459],"meet":[130],"needs":[132,498],"future":[134],"projects.":[137],"outcome":[139],"is":[143,167,303,367,384,436,468,573],"set":[145,530],"are":[151,161,238,262,341,392,399,451,480],"presented":[152],"more":[154,494,515],"detail":[155],"later":[156],"paper,":[159],"briefly":[162],"summarized":[163,536],"here.":[164],"crucial":[169],"technological":[170],"capability":[171],"plays":[173],"an":[174],"important":[175],"role":[176],"understanding":[178,338],"data":[179,339,415,444,616,628],"created":[180],"by":[181,402,562],"projects":[184],"experiments.":[188],"effective,":[193],"technology":[195,572],"should":[196,553],"easy":[198],"non-expert.":[203],"term":[205],"\u201ceasy":[206],"use\u201d":[208],"encompasses":[209],"number":[211],"different":[213,424],"categories,":[214],"including":[215],"short":[217,252],"learning":[218],"curve,":[219],"tight":[220],"integration":[221],"frameworks,":[224],"availability":[225],"desktop":[228],"fixed":[233],"tailored":[239],"specific":[242],"domain,":[244],"low":[246],"cost.":[247],"Current":[248,397],"fall":[251],"several":[254],"key":[255],"areas":[256,610],"capability.":[258],"Few":[259],"capable":[263],"processing":[265],"large":[266,286,312],"datasets,":[267],"such":[268,317],"those":[270],"commonly":[271],"generated":[272],"NERSC.":[274],"Better":[275,390,466],"support":[276,377],"parallel":[278,287],"may":[281],"prove":[282],"useful":[283],"leveraging":[285],"machines":[288],"resources.":[291,408],"Multivariate":[292],"-":[294,302],"multiple":[295,563],"grids,":[296],"many":[297,300,423],"species,":[298],"dimensions":[301],"needed":[304,393,452,469],"quickly":[308,322],"gain":[309],"insight":[310],"into":[311],"datasets.":[313,634],"Related":[314],"\u201cdrill-down\u201d":[315],"capabilities,":[316],"ability":[320],"move":[323],"macro":[325],"micro":[327],"views":[328],"(used":[329],"\u201cdata":[331],"mining\u201d),":[332],"extremely":[335],"helpful":[336],"but":[340],"missing":[342],"most":[344],"tools.":[346,442],"Many":[347],"perceive":[350],"conundrum":[352],"when":[353,439],"it":[354],"comes":[355],"support.":[358],"Support":[359],"within":[362],"individual":[364],"program":[365,543,552,585,607,622],"level":[366,383],"often":[368,386,421,437,481],"inadequate":[369,387],"or":[370,388],"nonexistent":[371],"due":[372],"funding":[374],"constraints,":[375],"yet":[376],"institutional":[382],"also":[385],"nonexistent.":[389],"solutions":[391],"remote":[395,547,550],"approaches":[398],"further":[400],"constrained":[401],"network":[403],"bandwidth":[404],"access":[406],"proliferation":[410],"formats":[416,445],"poses":[417],"challenges.":[418],"Researchers":[419],"must":[420],"master":[422],"achieve":[429],"desired":[431],"results.":[432,465],"Data":[433],"format":[434],"conversion":[435],"required":[438],"moving":[440],"between":[441,470],"Common":[443],"frameworks":[447],"reduce":[454],"duplication":[455],"effort":[457],"promote":[460],"sharing":[461],"resources":[463],"communication":[467],"communities.":[476],"unaware":[482],"current":[484],"trends":[485],"practices":[487],"community.":[491],"By":[492],"being":[493],"aware":[495],"community,":[503],"research":[506,584,606,621],"programs":[507],"can":[508,534,559],"crafted":[510],"so":[511],"responsive":[516],"needs.":[519],"As":[520],"result":[522],"workshop,":[525],"have":[527],"developed":[528,574],"follows:":[538],"\u2022":[539,566,581,603,618],"Establish":[540,567,604,619],"coherent":[542],"focuses":[545],"A":[549],"provide":[554],"infrastructure":[557],"used":[561],"\u201cvirtual":[564],"teams\u201d.":[565],"mechanisms":[568],"whereby":[569],"generally-applicable":[570],"deployed":[576],"centralized":[579],"fashion.":[580],"Develop":[582],"interactive":[587],"running":[590],"codes":[591],"stresses":[593],"integrated":[595],"design":[596],"development":[598],"coupled":[600],"simulation-visualization":[601],"methods.":[602],"multi-field":[612],"multi-dimensional":[615],"area":[625],"automated":[627],"exploration":[629],"next":[631],"generation":[632],"petascale":[633]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
