Phong C. H. Nguyen

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Artificial Intelligence

Future Directions

Convolutional Neural Networks

Top Venues

J. Comput. Des. Eng.

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)
Youngdoo Kim, Phong C. H. Nguyen, Hoon Kim, Hae-Jin Choi, Young Choi
Characterization and design of two-dimensional multi-morphology cellular structures for desired deformation. J. Comput. Des. Eng. 10 (2) (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)