Entropy-driven Optimal Sub-sampling of Fluid Dynamics for Developing Machine-learned Surrogates... Conference Paper November, 2023
Scalable Graph Analytics and HPC Operational Enhancement: Parallel Computing and ML/DL Innovations... Conference Paper November, 2023
Tencoder: tensor-product encoder-decoder architecture for predicting solutions of PDEs with variable boundary data... Conference Paper November, 2023
TwoFold: Highly accurate structure and affinity prediction for protein-ligand complexes from sequences Journal October, 2023
Exploring temporal community evolution: algorithmic approaches and parallel optimization for dynamic community detection Journal September, 2023
High-performance computing leadership to enable advances in artificial intelligence and a thriving compute ecosystem... Book Chapter June, 2023
Evaluation of pre-training large language models on leadership-class supercomputers Journal June, 2023
Scaling Resolution of Gigapixel Whole Slide Images Using Spatial Decomposition on Convolutional Neural Networks... Conference Paper June, 2023