Soumya Dutta

ScholarGPS® ID: 80870271651074

Affiliation

Los Alamos National Laboratory, Los Alamos, United States

Affiliation History

Field

Engineering and Computer Science

Discipline

Computer Science

Top Specialties

Computer Graphics | Graphics | Visualization (graphics)

Metrics Summary

Publication Count

Predicted Citations

454

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Julia for HPC: In Situ Data Analysis with Julia for Climate Simulations at Large Scale (journal article) Tang, Li \| Dutta, Soumya \| Klein, Natalie \| Wang, Wayne \| Wolfe, Jonathan \| Van Roekel, Luke \| Urban, Nathan \| Biswas, Ayan \| Lawrence, Earl JuliaCon Proceedings, volume 6, issue 60, pages 134- (2024). 10.21105/jcon.00134 Cite \| Source
In situ feature analysis for large-scale multiphase flow simulations (journal article) Dutta, Soumya \| Turton, Terece \| Rogers, David \| Musser, Jordan M. \| Ahrens, James \| Almgren, Ann S. Journal of Computational Science, volume 63 (2022). 10.1016/j.jocs.2022.101773 Cite \| Source
Information-Theoretic Exploration of Multivariate Time-Varying Image Databases (journal article) Tasnim, Humayra \| Dutta, Soumya \| Turton, Terece L. \| Rogers, David H. \| Moses, Melanie E. Computing in Science & Engineering, volume 24, issue 3, pages 61-70 (2022). 10.1109/MCSE.2022.3188291 Cite \| Source
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers (journal article) Xu, Jiayi \| Dutta, Soumya \| He, Wenbin \| Moortgat, Joachim \| Shen, Han-Wei IEEE Transactions on Visualization and Computer Graphics, volume 28, issue 3, pages 1514-1528 (2022). 10.1109/TVCG.2020.3017568 Cited by (2) \| Cite \| Source
In Situ Analysis and Visualization of Extreme-Scale Particle Simulations (book chapter) In High Performance Computing. ISC High Performance 2022 International Workshops Dutta, Soumya \| Lipsa, Dan \| Turton, Terece L. \| Geveci, Berk \| Ahrens, James Springer International Publishing (2022) 10.1007/978-3-031-23220-6_19 Cite \| Source
In Situ Solutions with CinemaScience (book chapter) In In Situ Visualization for Computational Science Rogers, David H. \| Dutta, Soumya \| Banesh, Divya \| Turton, Terece L. \| Stam, Ethan \| Ahrens, James Springer International Publishing (2022) 10.1007/978-3-030-81627-8_14 Cite \| Source
In Situ Statistical Distribution-Based Data Summarization and Visual Analysis (book chapter) In In Situ Visualization for Computational Science Dutta, Soumya \| Hazarika, Subhashis \| Shen, Han-Wei Springer International Publishing (2022) 10.1007/978-3-030-81627-8_4 Cite \| Source
Sampling for Scientific Data Analysis and Reduction (book chapter) In In Situ Visualization for Computational Science Biswas, Ayan \| Dutta, Soumya \| Turton, Terece L. \| Ahrens, James Springer International Publishing (2022) 10.1007/978-3-030-81627-8_2 Cited by (1) \| Cite \| Source
In Situ Adaptive Spatio-Temporal Data Summarization (conference) Dutta, Soumya \| Tasnim, Humayra \| Turton, Terece L. \| Ahrens, James 2021 IEEE International Conference on Big Data (Big Data) (2021) Orlando, FL, USA 10.1109/BigData52589.2021.9671581 Cited by (1) \| Cite \| Source
Probabilistic Data-Driven Sampling via Multi-Criteria Importance Analysis (journal article) Biswas, Ayan \| Dutta, Soumya \| Lawrence, Earl \| Patchett, John \| Calhoun, Jon C. \| Ahrens, James IEEE Transactions on Visualization and Computer Graphics, volume 27, issue 12, pages 4439-4454 (2021). 10.1109/TVCG.2020.3006426 Cited by (15) \| Cite \| Source
In Situ Climate Modeling for Analyzing Extreme Weather Events (conference) Dutta, Soumya \| Klein, Natalie \| Tang, Li \| Wolfe, Jonathan David \| Roekel, Luke Van \| Benedict, James Joseph \| Biswas, Ayan \| Lawrence, Earl \| Urban, Nathan ISAV'21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization (2021) St. Louis MO USA 10.1145/3490138.3490142 Cited by (2) \| Cite \| Source
A Confidence-Guided Technique for Tracking Time-Varying Features (journal article) Dutta, Soumya \| Turton, Terece L. \| Ahrens, James P. Computing in Science & Engineering, volume 23, issue 2, pages 84-92 (2021). 10.1109/MCSE.2020.3047979 Cited by (1) \| Cite \| Source
Objective Finite-Time Flow Topology from Flowmap Expansion and Contraction (book chapter) In Topological Methods in Data Analysis and Visualization VI Bujack, Roxana \| Dutta, Soumya \| Zhang, Duan \| Günther, Tobias Springer International Publishing (2021) 10.1007/978-3-030-83500-2_7 Cited by (2) \| Cite \| Source
Feature Analysis, Tracking, and Data Reduction: An Application to Multiphase Reactor Simulation MFiX-Exa for In-Situ Use Case (journal article) Biswas, Ayan \| Ahrens, James P. \| Dutta, Soumya \| Musser, Jordan M. \| Almgren, Ann S. \| Turton, Terece L. Computing in Science & Engineering, volume 23, issue 1, pages 75-82 (2021). 10.1109/MCSE.2020.3016927 Cited by (4) \| Cite \| Source
Multivariate Pointwise Information-Driven Data Sampling and Visualization (journal article) Dutta, Soumya \| Biswas, Ayan \| Ahrens, James Entropy, volume 21, issue 7, pages 699- (2019). 10.3390/e21070699 Cited by (12) \| Cite \| Source
CoDDA: A Flexible Copula-based Distribution Driven Analysis Framework for Large-Scale Multivariate Data (journal article) Hazarika, Subhashis \| Dutta, Soumya \| Shen, Han-Wei \| Chen, Jen-Ping IEEE Transactions on Visualization and Computer Graphics, volume 25, issue 1, pages 1214-1224 (2019). 10.1109/TVCG.2018.2864801 Cited by (14) \| Cite \| Source
In situ data-driven adaptive sampling for large-scale simulation data summarization (conference) Biswas, Ayan \| Dutta, Soumya \| Pulido, Jesus \| Ahrens, James ISAV'18: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization (2018) Dallas Texas USA 10.1145/3281464.3281467 Cited by (20) \| Cite \| Source
A flexible system for in situ triggers (conference) Larsen, Matthew \| Woods, Amy \| Marsaglia, Nicole \| Biswas, Ayan \| Dutta, Soumya \| Harrison, Cyrus \| Childs, Hank ISAV'18: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization (2018) Dallas Texas USA 10.1145/3281464.3281468 Cited by (28) \| Cite \| Source
Information Guided Exploration of Scalar Values and Isocontours in Ensemble Datasets (journal article) Hazarika, Subhashis \| Biswas, Ayan \| Dutta, Soumya \| Shen, Han-Wei Entropy, volume 20, issue 7, pages 540- (2018). 10.3390/e20070540 Cited by (3) \| Cite \| Source \| Open Access
In Situ Prediction Driven Feature Analysis in Jet Engine Simulations (conference) Dutta, Soumya \| Shen, Han-Wei \| Chen, Jen-Ping 2018 IEEE Pacific Visualization Symposium (PacificVis) (2018) Kobe 10.1109/PacificVis.2018.00017 Cited by (13) \| Cite \| Source