High-Performance Computing, Simulation, and Data Science

Project Highlights

 
FY2023

Click on any of the project titles below to view a brief project summary,
or return to our Project Highlights page to view lists of FY23 projects in other research categories.

Project Title Project Code Principal Investigator Project Type Project Status
Leveraging Machine Learning Hardware in Time Integration Algorithms 23-FS-013 Cody Balos Feasibility Study Final
Localizing and Explaining Performance Defects in Heterogeneous Applications 23-ERD-022 Konstantinos Parasyris Exploratory Research Continuing
Multilevel Markov chain Monte Carlo Sampling Methods for Discrete Graph Problems 23-FS-008 Sarah Mackay Feasibility Study Final
Next-Generation Implicit Neural Representation for Ill-Posed and Dynamic Computed Tomography Reconstruction 22-ERD-032 Hyojin Kim Exploratory Research Continuing
Reliable Decentralized Solvers in Unreliable Computing Environments 22-ERD-045 Alyson Fox Exploratory Research Continuing
Revisiting Consistency Models for High Performance Computing Input/Output: Can We Finally Ditch Portable Operating System Interface? 23-ERD-053 Chen Wang Exploratory Research Continuing
Robust Control of Scientific Simulations with Deep Reinforcement Learning 21-SI-001 Daniel Faissol Strategic Initiative Final
Scalable Methods for Contact with Optimization 23-ERD-017 Cosmin Petra Exploratory Research Continuing
Toward the Intelligent Center for High-Performance Computing 23-ERD-045 Jae-Seung Yeom Exploratory Research Final
Vectorization of Dynamic Subgraphs via Generative Models 23-FS-039 Geoffrey Sanders Feasibility Study Final