{"id":1890,"date":"2025-07-18T11:44:14","date_gmt":"2025-07-18T15:44:14","guid":{"rendered":"https:\/\/sites.nd.edu\/chaoli-wang\/?page_id=1890"},"modified":"2025-10-08T08:51:16","modified_gmt":"2025-10-08T12:51:16","slug":"scivis","status":"publish","type":"page","link":"https:\/\/sites.nd.edu\/chaoli-wang\/research\/scivis\/","title":{"rendered":"SciVis"},"content":{"rendered":"\n<h2>Flow Visualization<\/h2>\n<table style=\"border: none\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/sc07-phvf.jpg\" width=\"470\" height=\"300\" border=\"0\"><br>Parallel Hierarchical Visualization [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/sc07-phvf.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">SC07<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/pvis10-vfs.jpg\" width=\"412\" height=\"300\" border=\"0\"><br>Sketch and Template [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/pvis10-vfs.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PVIS10<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/tvcg12-hsb.jpg\" width=\"600\" height=\"300\" border=\"0\"><br>Hierarchical Streamline Bundles [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tvcg12-hsb.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TVCG12<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/vda13-vds.jpg\" width=\"300\" height=\"300\" border=\"0\"><br>View-Dependent Streamlines [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/vda13-vds.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">VDA13<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/tvcg14-fcfv.jpg\" width=\"394\" height=\"300\" border=\"0\"><br>Focus+Context Flow Visualization [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tvcg14-fcfv.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TVCG14<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/vda14-ssa.jpg\" width=\"476\" height=\"300\" border=\"0\"><br>Streamline Similarity Analysis [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/vda14-ssa.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">VDA14<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/pvis14-flowstring.jpg\" width=\"514\" height=\"300\" border=\"0\"><br>FlowString [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/pvis14-flowstring.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PVIS14<\/a>] [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tvcg16-flowstring.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TVCG16<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/pvis14-flowtour.jpg\" width=\"462\" height=\"300\" border=\"0\"><br>FlowTour [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/pvis14-flowtour.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PVIS14<\/a>] [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/cvis19-flowtour.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">CVIS19<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/cg15-sss.jpg\" width=\"748\" height=\"300\" border=\"0\"><br>Supervised Streamline Segmentation [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/cg15-sss.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">CAG15<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/savis16-sketch.jpg\" width=\"300\" height=\"300\" border=\"0\"><br>Sketching Surface [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/savis16-sketch.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">SAVIS16<\/a>] [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tvcg18-sketch.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TVCG18<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2025\/01\/pvis25-surfpatch.jpg\" width=\"842\" height=\"300\" border=\"0\"><br>SurfPatch [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/pvis25-surfpatch.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PVIS25<\/a>]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<h2>Volume Visualization<\/h2>\n<table style=\"border: none\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/tvcg07-ibqm.jpg\" width=\"300\" height=\"300\" border=\"0\"><br>Image-Based Quality Metric [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tvcg07-ibqm.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TVCG07<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/tvcg08-vdqa.jpg\" width=\"400\" height=\"300\" border=\"0\"><br>Volume Data Quality<br>Assessment [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tvcg08-vdqa.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TVCG08<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/tvcg11-fpdr.jpg\" width=\"682\" height=\"300\" border=\"0\"><br>Feature-Preserving Data<br>Reduction [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tvcg11-fpdr.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TVCG11<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2018\/02\/cg18-esi.jpg\" width=\"484\" height=\"300\" border=\"0\"><br>Equally Spaced Isosurfaces [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/cg18-esi.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">CAG18<\/a>]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<h2>Time-Varying Multivariate Data Visualization<\/h2>\n<table style=\"border: none\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/vis03-hddr.jpg\" width=\"300\" height=\"300\" border=\"0\"><br>High-Dimensional Direct Rendering [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/vis03-hddr.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">VIS03<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/tr04-wtsp.jpg\" width=\"300\" height=\"300\" border=\"0\"><br>WTSP Tree [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tr04-wtsp.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TR04<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/pvis09-climate.jpg\" width=\"546\" height=\"300\" border=\"0\"><br>Correlation Study [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/pvis09-climate.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PVIS09<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/cga10-adc.jpg\" width=\"486\" height=\"300\" border=\"0\"><br>Application-Driven Compression [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/cga10-adc.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">CG&amp;A10<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/cga10-aniviz.jpg\" width=\"496\" height=\"300\" border=\"0\"><br>AniViz [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/cga10-aniviz.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">CG&amp;A10<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/isvc10-hcc.jpg\" width=\"472\" height=\"300\" border=\"0\"><br>Hierarchical Correlation Clustering [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/isvc10-hcc.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">ISVC10<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/pvis11-scv.jpg\" width=\"596\" height=\"300\" border=\"0\"><br>Static Correlation Visualization [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/pvis11-scv.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PVIS11<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/cg16-vesselmap.jpg\" width=\"570\" height=\"300\" border=\"0\"><br>VesselMap [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/cg16-vesselmap.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">CAG16<\/a>]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<h2>Information Theory in Scientific Visualization<\/h2>\n<table style=\"border: none\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/vis08-idv.jpg\" width=\"417\" height=\"300\" border=\"0\"><br>Importance-Driven Visualization [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/vis08-idv.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">VIS08<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/entropy11-itsv.jpg\" width=\"600\" height=\"300\" border=\"0\"><br>Information Theory [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/entropy11-itsv.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">ENTROPY11<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/pvis11-infotran.jpg\" width=\"534\" height=\"300\" border=\"0\"><br>Multivariate Information Transfer [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/pvis11-infotran.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PVIS11<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/tvcg13-svs.jpg\" width=\"300\" height=\"300\" border=\"0\"><br>Streamline and Viewpoint Channel [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/tvcg13-svs.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">TVCG13<\/a>]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n<h2>High-Performance Visualization<\/h2>\n<table style=\"border: none\" cellspacing=\"0\" cellpadding=\"0\">\n<tbody>\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/pgv04-pmvr.jpg\" width=\"300\" height=\"300\" border=\"0\"><br>Multiresolution Volume Rendering [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/pgv04-pmvr.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">PGV04<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/vg05-pmvrt.jpg\" width=\"404\" height=\"300\" border=\"0\"><br>Multiresolution Time-Varying Data<br>Reduction [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/vg05-pmvrt.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">VG05<\/a>]<\/td>\n<\/tr>\n\n<tr style=\"background-color: transparent;border: none\">\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/sc08-23swap.jpg\" width=\"490\" height=\"300\" border=\"0\"><br>2-3 Swap [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/sc08-23swap.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">SC08<\/a>]<\/td>\n<td style=\"background-color: transparent;text-align: center;border: none\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/sites.nd.edu\/chaoli-wang\/files\/2017\/05\/cga10-insitu.jpg\" width=\"640\" height=\"300\" border=\"0\"><br>In-Situ Visualization [<a href=\"https:\/\/academicweb.nd.edu\/~cwang11\/papers\/cga10-insitu.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">CG&amp;A10<\/a>]<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n\n\n\n","protected":false},"excerpt":{"rendered":"<p>Flow Visualization Parallel Hierarchical Visualization [SC07] Sketch and Template [PVIS10] Hierarchical Streamline Bundles [TVCG12] View-Dependent Streamlines [VDA13] Focus+Context Flow Visualization [TVCG14] Streamline Similarity Analysis [VDA14] FlowString [PVIS14] [TVCG16] FlowTour [PVIS14] [CVIS19] Supervised Streamline Segmentation [CAG15] Sketching Surface [SAVIS16] [TVCG18] SurfPatch [PVIS25] Volume Visualization Image-Based Quality Metric [TVCG07] Volume Data QualityAssessment [TVCG08] Feature-Preserving DataReduction [TVCG11] Equally [&hellip;]<\/p>\n","protected":false},"author":2576,"featured_media":0,"parent":260,"menu_order":1,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1890","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/pages\/1890","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/users\/2576"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/comments?post=1890"}],"version-history":[{"count":12,"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/pages\/1890\/revisions"}],"predecessor-version":[{"id":2151,"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/pages\/1890\/revisions\/2151"}],"up":[{"embeddable":true,"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/pages\/260"}],"wp:attachment":[{"href":"https:\/\/sites.nd.edu\/chaoli-wang\/wp-json\/wp\/v2\/media?parent=1890"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}