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Biswajit Khara

Iowa State University

613 Wallace Road

Ames, IA 50011-2063

United States

  • Iowa State University

SCHOLARLY PAPERS

3

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182

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0

Scholarly Papers (3)

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1.

Accelerating Space-Time Methods Using Physics-Informed Neural Networks

Number of pages: 21 Posted: 16 Sep 2024
Abhishek Barman, Biswajit Khara, Baskar Ganapathysubramanian and Anupam Sharma
Iowa State University, Iowa State University, Iowa State University and Iowa State University
Downloads 124 (580,653)

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space-time method, PINNs

2.

Neural Pde Solvers for Irregular Domains

Number of pages: 23 Posted: 17 Apr 2023
Biswajit Khara, Ethan Herron, Aditya Balu, Chih-Hsuan Yang, Kumar Saurabh, Anushrut Jignasu, Zhanhong Jiang, Soumik Sarkar, Chinmay Hegde, Baskar Ganapathysubramanian and Adarsh Krishnamurthy
Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Iowa State University, Johnson Controls International, Iowa State University - Department of Mechanical Engineering, New York University (NYU) - New York University, Iowa State University and Iowa State University
Downloads 41 (1,170,409)

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Neural PDE Solvers, Immersed Methods, Error Analysis

3.

Solving Fluid Flow Problems in Space-Time with Multiscale Stabilization: Formulation and Examples

Number of pages: 32 Posted: 20 Mar 2024
Biswajit Khara, Robert Dyja, Kumar Saurabh, Anupam Sharma and Baskar Ganapathysubramanian
Iowa State University, affiliation not provided to SSRN, Iowa State University, Iowa State University and Iowa State University
Downloads 17 (1,481,165)

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space-time methods, finite element analysis, variational multiscale analysis, a priori error analysis