Joseph B. Choi

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Computational Modeling

Industrial Applications

Top Venues

J. Comput. Inf. Sci. Eng.

Publications

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)
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)
Sehyun Chun, Nima Hamidi Ghalehjegh, Joseph B. Choi, Chris Schwarz, John G. Gaspar, Daniel V. McGehee, Stephen S. Baek
NADS-Net: A Nimble Architecture for Driver and Seat Belt Detection via Convolutional Neural Networks. CoRR (2019)
Sehyun Chun, Nima Hamidi Ghalehjegh, Joseph B. Choi, Chris Schwarz, John G. Gaspar, Daniel V. McGehee, Stephen S. Baek
NADS-Net: A Nimble Architecture for Driver and Seat Belt Detection via Convolutional Neural Networks. ICCV Workshops (2019)