Intelligent Resolution: Integrating Cryo-EM with AI-Driven Multi-Resolution Simulations to Observe the Severe Acute Respiratory Syndrome Coronavirus-2 Replication-Transcription Machinery in Action Publications The International Journal of High Performance Computing Applications
AI Benchmarking for Science: Efforts from the MLCommons Science Working Group Publications High Performance Computing. ISC High Performance 2022 International Workshops
Exascale Gyrokinetic Study of ITER Challenge on Power-Exhaust and ELM-Free Edge Research Project Materials Science
Impact of Changes in Protective Behaviors and Out-of-Household Activities by Age on COVID-19 Transmission and Hospitalization in Chicago, Illinois Publications Annals of Epidemiology
Performance and Energy Improvement of the ECP Proxy App SW4lite under Various Workloads Publications 2021 IEEE/AMC Workshop on Memory Centric High Performance Computing (MCHPC)
Performance Debugging and Tuning of Flash-X with Data Analysis Tools Publications SC2022 Workshop on Programming and Performance Visualization Tools (ProTools22)
Utilizing Ensemble Learning for Performance and Power Modeling and Improvement of Parallel Cancer Deep Learning CANDLE Benchmarks Publications Concurrency and Computation: Practice and Experience
Performance and Power Modeling and Prediction Using MuMMI and 10 Machine Learning Methods Publications Concurrency and Computation: Practice and Experience
Deep Surrogate Docking: Accelerating Automated Drug Discovery with Graph Neural Networks Publications Thirty-Sixth Conference on Neural Information Processing Systems
Operation-Level Performance Benchmarking of Graph Neural Networks for Scientific Applications Publications Fifth Conference on Machine Learning and Systems
