{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T05:07:58Z","timestamp":1782968878756,"version":"3.54.5"},"reference-count":45,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Visual. Comput. Graphics"],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tvcg.2022.3209413","type":"journal-article","created":{"date-parts":[[2022,9,27]],"date-time":"2022-09-27T19:49:08Z","timestamp":1664308148000},"page":"1-11","source":"Crossref","is-referenced-by-count":23,"title":["VDL-Surrogate: A View-Dependent Latent-based Model for Parameter Space Exploration of Ensemble Simulations"],"prefix":"10.1109","author":[{"given":"Neng","family":"Shi","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, The Ohio State University, Columbus, OH, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9091-6412","authenticated-orcid":false,"given":"Jiayi","family":"Xu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Ohio State University, Columbus, OH, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7138-8263","authenticated-orcid":false,"given":"Haoyu","family":"Li","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Ohio State University, Columbus, OH, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7776-1834","authenticated-orcid":false,"given":"Hanqi","family":"Guo","sequence":"additional","affiliation":[{"name":"Mathematics and Computer Science Division, Argonne National Laboratory, Lemont, IL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6992-3693","authenticated-orcid":false,"given":"Jonathan","family":"Woodring","sequence":"additional","affiliation":[{"name":"Applied Computer Science Group (CCS-7), Los Alamos National Laboratory, Los Alamos, NM, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1211-2320","authenticated-orcid":false,"given":"Han-Wei","family":"Shen","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, The Ohio State University, Columbus, OH, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2010.5429595"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2009.01690.x"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2014.2346755"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1029\/2018MS001373"},{"key":"ref31","first-page":"8024","article-title":"PyTorch: An Imperative Style, High-Performance Deep Learning Library","author":"paszke","year":"2019","journal-title":"Advances in neural information processing systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.parco.2015.10.005"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.215"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2015.7347635"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2022.3165345"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.ocemod.2013.04.010"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10333-012-0319-1"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2410278"},{"key":"ref40","article-title":"Instance Normalization: The Missing Ingredient for Fast Stylization","author":"ulyanov","year":"2016","journal-title":"ArXiv Preprint"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2013.147"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00477-020-01867-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/LDAV.2014.7013205"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/SIBGRAPI.2013.26"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1086\/427976"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2934255"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2020.3030346"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2934591"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2015.2507592"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1088\/0004-637X\/765\/1\/39"},{"key":"ref27","first-page":"807","article-title":"Rectified Linear Units Improve Restricted Boltzmann Machines","author":"nair","year":"0","journal-title":"Proceedings of the 27th International Conference on International Conference on Machine Learning"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"302","DOI":"10.1109\/TCBB.2018.2843339","article-title":"Using Emulation to Engineer and Understand Simulations of Biological Systems","volume":"17","author":"alden","year":"2018","journal-title":"IEEE\/ACM Transactions on Computational Biology and Bioinformatics"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3281464.3281467"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2865051"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2816059"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/SciVis.2015.7429487"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598869"},{"key":"ref2","article-title":"In Situ MPAS-Ocean Image-Based Visualization","author":"ahrens","year":"0","journal-title":"Proceedings of the International Conference for High Performance Computing Networking Storage and Analysis Visualization & Data Analytics Showcase"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/SC.2014.40"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2010.190"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2934312"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1137\/070691814"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2007.07.010"},{"key":"ref21","article-title":"Adam: A Method for Stochastic Optimization","author":"kingma","year":"0","journal-title":"Proc International Conference on Learning Representations"},{"key":"ref24","article-title":"Mixed Precision Training","author":"micikevicius","year":"0","journal-title":"Proc International Conference on Learning Representations"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2016.2598830"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2009.155"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2009.11.004"},{"key":"ref26","first-page":"5","article-title":"IBR-Assisted Volume Rendering","volume":"99","author":"mueller","year":"0","journal-title":"Proceedings of IEEE Visualization"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2019.2920130"},{"key":"ref25","article-title":"Spectral Normalization for Generative Adversarial Networks","author":"miyato","year":"0","journal-title":"Proc International Conference on Learning Representations"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/PacificVis.2018.00013"}],"container-title":["IEEE Transactions on Visualization and Computer Graphics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/2945\/4359476\/09904429.pdf?arnumber=9904429","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,4]],"date-time":"2024-10-04T19:56:48Z","timestamp":1728071808000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9904429\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":45,"URL":"https:\/\/doi.org\/10.1109\/tvcg.2022.3209413","relation":{},"ISSN":["1077-2626","1941-0506","2160-9306"],"issn-type":[{"value":"1077-2626","type":"print"},{"value":"1941-0506","type":"electronic"},{"value":"2160-9306","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}