Ayan Biswas

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I am currently working with James Ahrens in LANL as a Staff Scientist where we need to interact with scientists from geological, material, physical sciences to provide visualization solutions to their domain specific problems. I was previously a postdoctorate researcher in LANL for one year.
While pursuing my PhD, I was working with Prof. Han-Wei Shen in the field of Graphics and Data Visualization. I worked with flow field data and particle tracing using streamlines and stream surfaces. I also looked at the time-varying multivariate data exploration and using information theory to provide critical insights into the data. I also worked with turbulent flow structures and vortex visualization for the unstable time-varying complex flows.


Publication(s):

2017:

 "Pointwise Information Guided Visual Analysis of Time-varying Multi-fields", Soumya Dutta, Xiaotong Liu, Ayan Biswas, Jen-Ping Chen and Han-Wei Shen, Siggraph Asia Symposium on Visualization 2017, Bangkok Thailand. (pdf)


 "Uncertainty Visualization Using Copular-Based Analysis in Mixed Distribution Models", Subhashis Hazarika, Ayan Biswas, and Han-Wei Shen, IEEE Vis 2017, Phoenix. (pdf)


2016:

 "Visualization of Time-Varying Weather Ensembles Across Multiple Resolutions", Ayan Biswas, Guang Lin, Xiaotong Liu and Han-Wei Shen, IEEE Vis 2016, Baltimore. (pdf)
System Overview

 "A Scalable Streamline Generation Algorithm Via Flux-Based Isocontour Extraction", Ayan Biswas, Richard Strelitz, Jonathan Woodring, Chun-Ming Chen, and Han-Wei Shen, EGPGV 2016, Groningen, Netherlands. (pdf)
Parallel Streamlines

2015:

 "An Uncertainty-Driven Approach to Vortex Analysis Using Oracle Consensus and Spatial Proximity", Ayan Biswas, David Thompson, Wenbin He, Qi Deng, Chun-Ming Chen, Han-Wei Shen, Raghu Machiraju, and Anand Rangarajan, PacificVis 2015, Hangzhou, China. (pdf)
PerformanceVisualization

"Efficient Local Histogram Searching via Bitmap Indexing", Tzu-Hsuan Wei, Chun-Ming Chen and Ayan Biswas, EuroVis 2015, Italy. (pdf)
Local Histogram Search

"Uncertainty Modeling and Error Reduction for Pathline Computation in Time-varying Flow Fields", Chun-Ming Chen, Ayan Biswas and Han-Wei Shen, PacificVis 2015, Hangzhou, China. (pdf)
Uncertain Streamlines

2014:

"Evaluation of Stream Surfaces Using Error Quantification Metrics", Ayan Biswas and Han-Wei Shen, SPIE VDA 2014, San Francisco, California (pdf)
Stream Surface Evaluation Strategies


 "Supporting Correlation Analysis on Scientific Datasets in Parallel and Distributed Settings", Yu Su, Gagan Agarwal, Jonathan Woodring, Ayan Biswas, and Han-Wei Shen, HPDC 2014 (pdf)
Bit mapSpeed UpSpeed Up

2013:

 "An Information-aware Framework for Exploring Multivariate Data Sets", Ayan Biswas, Soumya Dutta, Han-Wei Shen, Jonathan Woodring, IEEE Vis 2013, Atlanta, Georgia. (pdf)
teaser

Ongoing Research Works:

1. "Uncertainty Based Vortex Core Detection"
2. "Parallel Streamline Generation"
3. "Multivariate Time-Varying Analysis"
4. "Bitmap Index Based Feature Search"