{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T14:12:59Z","timestamp":1762956779535,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":34,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,11,15]],"date-time":"2021-11-15T00:00:00Z","timestamp":1636934400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100008902","name":"Los Alamos National Laboratory","doi-asserted-by":"publisher","award":["20200065DR"],"award-info":[{"award-number":["20200065DR"]}],"id":[{"id":"10.13039\/100008902","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2021,11,15]]},"DOI":"10.1145\/3490138.3490142","type":"proceedings-article","created":{"date-parts":[[2021,11,11]],"date-time":"2021-11-11T05:04:40Z","timestamp":1636607080000},"page":"18-23","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["In Situ Climate Modeling for Analyzing Extreme Weather Events"],"prefix":"10.1145","author":[{"given":"Soumya","family":"Dutta","sequence":"first","affiliation":[{"name":"Los Alamos National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Natalie","family":"Klein","sequence":"additional","affiliation":[{"name":"Los Alamos National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Tang","sequence":"additional","affiliation":[{"name":"Los Alamos National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jonathan David","family":"Wolfe","sequence":"additional","affiliation":[{"name":"Los Alamos National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luke Van","family":"Roekel","sequence":"additional","affiliation":[{"name":"Los Alamos National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James Joseph","family":"Benedict","sequence":"additional","affiliation":[{"name":"Los Alamos National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ayan","family":"Biswas","sequence":"additional","affiliation":[{"name":"Los Alamos National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Earl","family":"Lawrence","sequence":"additional","affiliation":[{"name":"Los Alamos National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nathan","family":"Urban","sequence":"additional","affiliation":[{"name":"Brookhaven National Laboratory, United States of America"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2021,11,15]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2014.40"},{"key":"e_1_3_2_1_2_1","unstructured":"David Andrews Conway Leovy and James Holton. 1987. Middle atmosphere dynamics. https:\/\/www.osti.gov\/biblio\/5936274  David Andrews Conway Leovy and James Holton. 1987. Middle atmosphere dynamics. https:\/\/www.osti.gov\/biblio\/5936274"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/857076.857077"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1029\/2020RG000708"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Andrew\u00a0C. Bauer Hasan Abbasi James Ahrens Hank Childs Berk Geveci Scott Klasky Kenneth Moreland Patrick O\u2019Leary Venkatram Vishwanath Brad Whitlock and E.\u00a0W. Bethel. 2016. In Situ Methods Infrastructures and Applications on High Performance Computing Platforms. Computer Graphics Forum(2016).  Andrew\u00a0C. Bauer Hasan Abbasi James Ahrens Hank Childs Berk Geveci Scott Klasky Kenneth Moreland Patrick O\u2019Leary Venkatram Vishwanath Brad Whitlock and E.\u00a0W. Bethel. 2016. In Situ Methods Infrastructures and Applications on High Performance Computing Platforms. Computer Graphics Forum(2016).","DOI":"10.1111\/cgf.12930"},{"key":"e_1_3_2_1_6_1","volume-title":"Julia: A fast dynamic language for technical computing. arXiv preprint arXiv:1209.5145(2012).","author":"Bezanson Jeff","year":"2012","unstructured":"Jeff Bezanson , Stefan Karpinski , Viral\u00a0 B Shah , and Alan Edelman . 2012 . Julia: A fast dynamic language for technical computing. arXiv preprint arXiv:1209.5145(2012). Jeff Bezanson, Stefan Karpinski, Viral\u00a0B Shah, and Alan Edelman. 2012. Julia: A fast dynamic language for technical computing. arXiv preprint arXiv:1209.5145(2012)."},{"key":"e_1_3_2_1_7_1","volume-title":"Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis","author":"Biswas Ayan","year":"2020","unstructured":"Ayan Biswas , Soumya Dutta , Earl Lawrence , John Patchett , Jon\u00a0 C. Calhoun , and James Ahrens . 2020. Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis . IEEE Transactions on Visualization and Computer Graphics ( 2020 ), 1\u20131. https:\/\/doi.org\/10.1109\/TVCG.2020.3006426 10.1109\/TVCG.2020.3006426 Ayan Biswas, Soumya Dutta, Earl Lawrence, John Patchett, Jon\u00a0C. Calhoun, and James Ahrens. 2020. Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis. IEEE Transactions on Visualization and Computer Graphics (2020), 1\u20131. https:\/\/doi.org\/10.1109\/TVCG.2020.3006426"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1145\/3281464.3281467"},{"key":"e_1_3_2_1_9_1","unstructured":"Tamara Broderick Nicholas Boyd Andre Wibisono Ashia\u00a0C Wilson and Michael\u00a0I Jordan. 2013. Streaming variational bayes. arXiv preprint arXiv:1307.6769(2013).  Tamara Broderick Nicholas Boyd Andre Wibisono Ashia\u00a0C Wilson and Michael\u00a0I Jordan. 2013. Streaming variational bayes. arXiv preprint arXiv:1307.6769(2013)."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1175\/JCLI3996.1"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1177\/1094342020935991"},{"key":"e_1_3_2_1_12_1","volume-title":"Multivariate Pointwise Information-Driven Data Sampling and Visualization. Entropy 21, 7","author":"Dutta Soumya","year":"2019","unstructured":"Soumya Dutta , Ayan Biswas , and James Ahrens . 2019. Multivariate Pointwise Information-Driven Data Sampling and Visualization. Entropy 21, 7 ( 2019 ). https:\/\/doi.org\/10.3390\/e21070699 10.3390\/e21070699 Soumya Dutta, Ayan Biswas, and James Ahrens. 2019. Multivariate Pointwise Information-Driven Data Sampling and Visualization. Entropy 21, 7 (2019). https:\/\/doi.org\/10.3390\/e21070699"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598604"},{"key":"#cr-split#-e_1_3_2_1_14_1.1","unstructured":"E3SM Project. 2018. Energy Exascale Earth System Model (E3SM). [Computer Software] https:\/\/dx.doi.org\/10.11578\/E3SM\/dc.20180418.36. https:\/\/doi.org\/10.11578\/E3SM\/dc.20180418.36 10.11578\/E3SM"},{"key":"#cr-split#-e_1_3_2_1_14_1.2","unstructured":"E3SM Project. 2018. Energy Exascale Earth System Model (E3SM). [Computer Software] https:\/\/dx.doi.org\/10.11578\/E3SM\/dc.20180418.36. https:\/\/doi.org\/10.11578\/E3SM\/dc.20180418.36"},{"key":"e_1_3_2_1_15_1","unstructured":"ECP (accessed August 16 2021). ECP: Exascale Computing Project. https:\/\/www.exascaleproject.org\/.  ECP (accessed August 16 2021). ECP: Exascale Computing Project. https:\/\/www.exascaleproject.org\/."},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5194\/gmd-9-1937-2016"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/LDAV.2011.6092322"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1029\/2018MS001603"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2864801"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.5194\/ascmo-2-79-2016"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1175\/JCLI-D-16-0465.1"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/3144769.3144778"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/3281464.3281468"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/LDAV.2014.7013204"},{"key":"e_1_3_2_1_25_1","volume-title":"An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound. In 2018 IEEE International Conference on Cluster Computing (CLUSTER). 179\u2013189","author":"Liang Xin","year":"2018","unstructured":"Xin Liang , Sheng Di , Dingwen Tao , Zizhong Chen , and Franck Cappello . 2018 . An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound. In 2018 IEEE International Conference on Cluster Computing (CLUSTER). 179\u2013189 . https:\/\/doi.org\/10.1109\/CLUSTER.2018.00036 10.1109\/CLUSTER.2018.00036 Xin Liang, Sheng Di, Dingwen Tao, Zizhong Chen, and Franck Cappello. 2018. An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound. In 2018 IEEE International Conference on Cluster Computing (CLUSTER). 179\u2013189. https:\/\/doi.org\/10.1109\/CLUSTER.2018.00036"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346458"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1383529.1383533"},{"key":"e_1_3_2_1_28_1","unstructured":"SENSEI 2021 (accessed August 16 2021). SENSEI:Scalable in situ analysis and visualization. https:\/\/sensei-insitu.org\/.  SENSEI 2021 (accessed August 16 2021). SENSEI:Scalable in situ analysis and visualization. https:\/\/sensei-insitu.org\/."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1175\/JCLI-D-15-0835.1"},{"key":"e_1_3_2_1_30_1","volume-title":"Information Guided Data Sampling and Recovery Using Bitmap Indexing. In 2018 IEEE Pacific Visualization Symposium (PacificVis). 56\u201365","author":"Wei Tzu-Hsuan","year":"2018","unstructured":"Tzu-Hsuan Wei , Soumya Dutta , and Han-Wei Shen . 2018 . Information Guided Data Sampling and Recovery Using Bitmap Indexing. In 2018 IEEE Pacific Visualization Symposium (PacificVis). 56\u201365 . https:\/\/doi.org\/10.1109\/PacificVis.2018.00016 10.1109\/PacificVis.2018.00016 Tzu-Hsuan Wei, Soumya Dutta, and Han-Wei Shen. 2018. Information Guided Data Sampling and Recovery Using Bitmap Indexing. In 2018 IEEE Pacific Visualization Symposium (PacificVis). 56\u201365. https:\/\/doi.org\/10.1109\/PacificVis.2018.00016"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/2386230.2386245"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2011.01964.x"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/LDAV.2016.7874311"}],"event":{"name":"ISAV'21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization","acronym":"ISAV'21","location":"St. Louis MO USA"},"container-title":["ISAV'21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3490138.3490142","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3490138.3490142","content-type":"application\/pdf","content-version":"vor","intended-application":"syndication"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3490138.3490142","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:08Z","timestamp":1750191128000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3490138.3490142"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,11,15]]},"references-count":34,"alternative-id":["10.1145\/3490138.3490142","10.1145\/3490138"],"URL":"https:\/\/doi.org\/10.1145\/3490138.3490142","relation":{},"subject":[],"published":{"date-parts":[[2021,11,15]]},"assertion":[{"value":"2021-11-15","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}