Phong C. H. Nguyen

According to our database, Phong C. H. Nguyen authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling.

Phong C. H. Nguyen, Xinlun Cheng, Shahab Azarfar, Pradeep K. Seshadri, Yen Thi Nguyen, Munho Kim, Sanghun Choi, H. S. Udaykumar, Stephen Baek

CoRR, 2024

2023

Challenges and Opportunities for Machine Learning in Multiscale Computational Modeling.

Phong C. H. Nguyen, Joseph B. Choi, H. S. Udaykumar, Stephen Baek

J. Comput. Inf. Sci. Eng., December, 2023

Characterization and design of two-dimensional multi-morphology cellular structures for desired deformation.

Youngdoo Kim, Phong C. H. Nguyen, Hoon Kim, Hae-Jin Choi, Young Choi

J. Comput. Des. Eng., March, 2023

2022

Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions.

Joseph B. Choi, Phong C. H. Nguyen, Oishik Sen, H. S. Udaykumar, Stephen Baek

CoRR, 2022

A physics-aware deep learning model for energy localization in multiscale shock-to-detonation simulations of heterogeneous energetic materials.

Phong C. H. Nguyen, Yen Thi Nguyen, Pradeep K. Seshadri, Joseph B. Choi, H. S. Udaykumar, Stephen Baek

CoRR, 2022

Physics-Aware Recurrent Convolutional (PARC) Neural Networks to Assimilate Meso-scale Reactive Mechanics of Energetic Materials.

Phong C. H. Nguyen, Joseph B. Choi, Yen Thi Nguyen, Pradeep K. Seshadri, H. S. Udaykumar, Stephen Baek

CoRR, 2022