In-Situ Visualization
is the Answer to
Knowledge Discovery at Exascale

Publications: In Situ Pathtube Visualization with Explorable Images Yucong Ye, Robert Miller, and Kwan-Liu Ma In Proceedings of EGPGV 2013, pp. 9-16. Scalable Parallel Feature Extraction and Tracking for Large Time-Varying 3D Volume Data Yang Wang, Hongfeng Yu, and Kwan-Liu Ma In Proceedings of EGPGV 2013, pp. 17-24. A Preview and Exploratory Technique for Large-Scale Scientific Simulations Anna Tikhonova, Hongfeng Yu, Carlos Correa, and Kwan-Liu Ma In Proceedings of Eurographics Parallel Graphics and Visualization (EGPGV 2011). (This work makes possible in-situ generation of Explorable Images.) Dual Space Analysis of Turbuelent Combustion Particle Data Jishang Wei, Hongfeng Yu, Ray W. Grout, Jacqueline H. Chen, and Kwan-Liu Ma In Proceedings of IEEE Pacific Visualization Symposium, March 2011. (These calculations are best carried out in situ during the simulation.) Visualization by Proxy: A Novel Framework for Deferred Interaction with Volume Data Anna Tikhonova, Carlos D. Correa, Kwan-Liu Ma IEEE Transactions on Visualization and Computer Graphics, 16(6):1551-1559 (Vis 2010). An Exploratory Technique for Coherent Visualization of Time-Varying Volume Data Anna Tikhonova, Carlos Correa, and Kwan-Liu Ma Computer Graphis Forum, 29(3):783-792 (EuroVis 2010). In-Situ Visualization for Large-Scale Combustion Simulations Hongfeng Yu, Chaoli Wang, Ray W. Grout, Jacqueline H. Chen, and Kwan-Liu Ma IEEE Computer Graphics and Applications, 30(3), May/June 2010, pp. 45-57. Explorable images for visualizing volume data Anna Tikhonova, Carlos D. Correa, Kwan-Liu Ma PacificVis 2010:177-184. In Situ Visualization at Extreme Scale: Challenges and Opportunities Kwan-Liu Ma IEEE Computer Graphics and Application, 29(6), November/December 2009, pp. 14-19. Next-Generation Visualization Technologies: Enabling Discoveries at Extreme Scale Kwan-Liu Ma, Chaoli Wang, Hongfeng Yu, Kenneth Moreland, Jian Huang, and Robert Ross DOE SciDAC Review, 12:12-21, Spring 2009. A Statistical Approach to Volume Data Quality Assessment Chaoli Wang and Kwan-Liu Ma IEEE Transactions on Visualization and Computer Graphics, 14(3), May/June 2008, pp. 590-602. (Quality assessment is an essential step for in-situ data reduction.) In-Situ Processing and Visualization for Ultrascale Simulations Kwan-Liu Ma, Chaoli Wang, Hongfeng Yu, and Anna Tikhonova Journal of Physics: Proceedings of DOE SciDAC 2007 Conference, June 2007. From Mesh Generation to Scientific Visualization: An End-to-End Approach to Parallel Supercomputing Tiankai Tu, Hongfeng Yu, Leonardo Ramirez-Guzman, Jacobo Bielak, Omar Ghattas, Kwan-Liu Ma, and David O'Hallaron Proceedings of ACM/IEEE Supercomputing 2006 Conference (SC06). High Performance Visualization of Time-Varying Volume Data over a Wide-Area Network Kwan-Liu Ma and David M. Camp In Proceedings of 2000 ACM/IEEE Supercomputing 2000 Conference (SC). Runtime Volume Visualization for Parallel CFD Kwan-Liu Ma In Proceedings of the Parallel Computational Fluid Dynamics 1995, pp. 307-314.