Joseph B. Choi

According to our database, Joseph B. Choi authored at least 6 papers between 2019 and 2023.

Collaborative distances:

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

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

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

2020

Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials.

Sehyun Chun, Sidhartha Roy, Yen Thi Nguyen, Joseph B. Choi, H. S. Udaykumar, Stephen S. Baek

CoRR, 2020

2019

NADS-Net: A Nimble Architecture for Driver and Seat Belt Detection via Convolutional Neural Networks.

Sehyun Chun, Nima Hamidi Ghalehjegh, Joseph B. Choi, Chris Schwarz, John G. Gaspar, Daniel V. McGehee, Stephen S. Baek

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019