Sourav Dutta
Scholar

Sourav Dutta

Google Scholar ID: tJV7jW8AAAAJ
Research Associate, Oden Institute, University of Texas at Austin
Model Order ReductionComputational MathematicsScientific Machine LearningFlow and Transport in
Citations & Impact
All-time
Citations
161
 
H-index
6
 
i10-index
5
 
Publications
20
 
Co-authors
21
list available
Resume (English only)
Academic Achievements
  • Participated and co-organized several academic conferences and workshops, such as co-organizing a minisymposium on Machine Learning and Data-Driven Methods for Forward and Inverse Problems at the SIAM Mathematics of Data Science 2022 meeting, giving talks at the SIAM Annual Meeting 2022, etc.
Research Experience
  • Research Fellow, Oden Institute for Computational Engineering & Sciences, Oct 2022 – Present, Projects include development of compound flood simulation capabilities within Adaptive Hydraulics (AdH), etc.; ORISE Postdoctoral Fellow, U.S. Army Engineer Research & Development Center (ERDC), Sep 2017 – Aug 2022, Projects include development of reduced order model (ROM) for shallow water flows, etc.
Education
  • PhD in Mathematics, 2017, Texas A&M University, supervised by Prabir Daripa; BSc & MSc in Mathematics & Computing, 2010, Indian Institute of Technology Kharagpur.
Background
  • Research Interests: Model Order Reduction, Computational Fluid Dynamics, Scientific Machine Learning, Uncertainty Quantification. Brief Introduction: Currently a Research Fellow in the Computational Hydraulics Group at the Oden Institute for Computational Engineering & Sciences of the University of Texas at Austin, working with Clint Dawson.