Sourav Dutta

NEWS

OSNA2 2021, Virtual Meeting, April 20, 2021

I gave a talk presenting a greedy RBF NIROM technique and comparing with different classical and ML-based non-intrusive reduced order modeling techniques for transient problems governed by the shallow water equations.

AAAI MLPS 2021, Virtual Meeting, March 22-24, 2021

I gave a talk evaluating Neural ODE as a ML-based, data-driven reduced order modeling technique for transient problems governed by the shallow water equations.

SIAM CSE 2021, Virtual Meeting, March 1-5, 2021

I gave a talk comparing classical reduced order modeling approaches for parametric and time-dependent problems governed by the shallow water equations. Co-organized two minisymposium sessions on the topic of "Physics-Guided Machine Learning and Data-Driven Methods in Computational Geoscience". Link

CMWR 2020, Virtual Meeting, March 1-5, 2021

I gave a talk reviewing classical parametric reduced order modeling approaches for the shallow water equations.

ERDC RD20 Workshop, Virtual Meeting, October 27-30, 2020

I gave a talk on parametric reduced order modeling applications in free surface flows.

Applied Math Seminar, US Naval Academy, Annapolis, MD, January, 2020

I gave a talk on the range of high-fidelity and reduced order computational models employed in hydrological applications in the U.S. Army Corps of Engineers.

ICIAM 2019, Valencia, Spain, July 15-19, 2019

I gave a talk on the variably scaled kernel non-intrusive ROM methods.

COUPLED problems 2019, Barcelona, Spain, June 5-8, 2019

I gave a talk on optimal RBF-based non-intrusive ROM strategies that we have studied in the context of shallow water dynamics.

SIAM Geosciences Meeting, Houston, TX, March 11-14, 2019

I gave a talk on the RBF-based non-intrusive ROM strategies that we have studied in the context of shallow water dynamics.

Industrial and Applied Math Seminar, Texas A&M University, College Station, TX, November 2018

I gave a talk on the various ROM development work being carried on in the Corps of Engineers.

7th European Conference on Computational Fluid Dynamics, Glasgow, June 2018

I gave a talk on the efficient handling of non-linearity during Model Order Reduction methods for Shallow Water flows.

Computational Methods in Water Resources XXII, Saint-Malo, June 2018

I presented a poster on comparative analyses of non-intrusive and intrusive Model Order Reduction methods for Shallow Water flows.

Annual Meeting of the APS Division of Fluid Dynamics, Denver, November 2017

I gave a talk in Session M35 on Porous Media Flows: Imbibition & Injection [abstract]