Performance-Portable GPU Acceleration of the EFIT Tokamak Plasma Equilibrium Reconstruction Code Publications SC-W '23: Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis
DrugImprover: Utilizing Reinforcement Learning for Multi-Objective Alignment in Drug Optimization Publications NeurIPS 2023 Workshop on New Frontiers of AI for Drug Discovery and Development
Building the I (Interoperability) of FAIR for Performance Reproducibility of Large-Scale Composable Workflows in RECUP Publications 2023 IEEE 19th International Conference on e-Science (e-Science)
FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler Publications ICLR 2024
AI Ensemble for Signal Detection of Higher Order Gravitational Wave Modes of Quasi-Circular, Spinning, Non-Precessing Binary Black Hole Mergers Publications 2023 Workshop on Machine Learning and the Physical Sciences
Numerical Relativity Higher Order Gravitational Waveforms of Eccentric, Spinning, Nonprecessing Binary Black Hole Mergers Publications Physical Review D
Star Cluster Classification Using Deep Transfer Learning with PHANGS-HST Publications Monthly Notices of the Royal Astronomical Society
HEPnOS: A Specialized Data Service for High Energy Physics Analysis Publications 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
Towards Elastic In Situ Analysis for High-Performance Computing Simulations Publications Journal of Parallel and Distributed Computing