H. S. Udaykumar

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 11

Top Topics

Future Directions

Computational Model

Convolutional Neural Networks

Top Venues

J. Comput. Phys.

J. Comput. Inf. Sci. Eng.

Publications

Phong C. H. Nguyen, Xinlun Cheng, Shahab Azarfar, Pradeep K. Seshadri, Yen Thi Nguyen, Munho Kim, Sanghun Choi, H. S. Udaykumar, Stephen Baek
PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling. CoRR (2024)
Phong C. H. Nguyen, Joseph B. Choi, H. S. Udaykumar, Stephen Baek
Challenges and opportunities for machine learning in multiscale computational modeling. CoRR (2023)
Phong C. H. Nguyen, Joseph B. Choi, H. S. Udaykumar, Stephen Baek
Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling. J. Comput. Inf. Sci. Eng. 23 (6) (2023)
Phong C. H. Nguyen, Joseph B. Choi, Yen Thi Nguyen, Pradeep K. Seshadri, H. S. Udaykumar, Stephen Baek
Physics-Aware Recurrent Convolutional (PARC) Neural Networks to Assimilate Meso-scale Reactive Mechanics of Energetic Materials. CoRR (2022)
Phong C. H. Nguyen, Yen Thi Nguyen, Pradeep K. Seshadri, Joseph B. Choi, H. S. Udaykumar, Stephen Baek
A physics-aware deep learning model for energy localization in multiscale shock-to-detonation simulations of heterogeneous energetic materials. CoRR (2022)
Joseph B. Choi, Phong C. H. Nguyen, Oishik Sen, H. S. Udaykumar, Stephen Baek
Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions. CoRR (2022)
Pratik Das, H. S. Udaykumar
A sharp-interface method for the simulation of shock-induced vaporization of droplets. J. Comput. Phys. 405 (2020)
Sehyun Chun, Sidhartha Roy, Yen Thi Nguyen, Joseph B. Choi, H. S. Udaykumar, Stephen S. Baek
Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials. CoRR (2020)
Søren Taverniers, H. S. Udaykumar, Gustaaf B. Jacobs
Two-way coupled Cloud-In-Cell modeling of non-isothermal particle-laden flows: A Subgrid Particle-Averaged Reynolds Stress-Equivalent (SPARSE) formulation. J. Comput. Phys. 390 (2019)
Oishik Sen, Nicholas J. Gaul, K. K. Choi, Gustaaf Jacobs, H. S. Udaykumar
Evaluation of multifidelity surrogate modeling techniques to construct closure laws for drag in shock-particle interactions. J. Comput. Phys. 371 (2018)
Oishik Sen, Nicholas J. Gaul, K. K. Choi, Gustaaf Jacobs, H. S. Udaykumar
Evaluation of kriging based surrogate models constructed from mesoscale computations of shock interaction with particles. J. Comput. Phys. 336 (2017)
Oishik Sen, Sean Davis, Gustaaf Jacobs, H. S. Udaykumar
Evaluation of convergence behavior of metamodeling techniques for bridging scales in multi-scale multimaterial simulation. J. Comput. Phys. 294 (2015)
A. Kapahi, S. Sambasivan, H. S. Udaykumar
A three-dimensional sharp interface Cartesian grid method for solving high speed multi-material impact, penetration and fragmentation problems. J. Comput. Phys. 241 (2013)
S. Sambasivan, A. Kapahi, H. S. Udaykumar
Simulation of high speed impact, penetration and fragmentation problems on locally refined Cartesian grids. J. Comput. Phys. 235 (2013)