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FY2023
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Browse summaries of this year’s research projects by using any of the filters provided below.
Project Title | Project Code | Principal Investigator | Research Category | Project Type | Project Status |
---|---|---|---|---|---|
Decision Superiority | 22-SI-001 | Daniel Merl | High-Performance Computing, Simulation, and Data Science | Strategic Initiative | Continuing |
Reliable Decentralized Solvers in Unreliable Computing Environments | 22-ERD-045 | Alyson Fox | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |
Large-Scale Shape Optimization with Conformal Meshes | 22-ERD-023 | Jorge Barrera Cruz | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |
Improving Extrapolation Behavior in Deep Neural Networks | 22-ERD-006 | Rushil Anirudh | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |
Autonomous MultiScale: Embedded Machine Learning for Smart Simulations | 22-SI-004 | Peer-Timo Bremer | High-Performance Computing, Simulation, and Data Science | Strategic Initiative | Continuing |
Achieving Peak Performance of High-Performance Computing Applications by Optimizing Parallelism Compilation | 21-ERD-018 | Giorgis Georgakoudis | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Final |
Toward the Intelligent Center for High-Performance Computing | 23-ERD-045 | Jae-Seung Yeom | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Final |
Vectorization of Dynamic Subgraphs via Generative Models | 23-FS-039 | Geoffrey Sanders | High-Performance Computing, Simulation, and Data Science | Feasibility Study | Final |
Interactive Exploratory Graph-Enabled Data Analytics at High-Performance Computing Scales | 21-ERD-020 | Roger Pearce | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Final |
Adaptive Sampling for Risk-Averse Design and Optimization | 22-ERD-009 | Boyan Lazarov | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |
Knowledge Extraction and Injection Via Concept-Level Reasoning in Scientific Machine Learning | 23-ERD-029 | Shusen Liu | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |
Accelerating Time-integrators with Surrogate Models | 23-ERD-048 | Steven Roberts | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |
Cross-Scale Modeling for Component Scale Simulations | 21-ERD-022 | Matthew Nelms | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Final |
ForwardProp is a Novel Gradient-Free Learning Paradigm for Integrating Deep Neural Nets with Scientific Simulations | 23-ERD-030 | James Diffenderfer | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |
Next-Generation Implicit Neural Representation for Ill-Posed and Dynamic Computed Tomography Reconstruction | 22-ERD-032 | Hyojin Kim | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |
Multilevel Markov chain Monte Carlo Sampling Methods for Discrete Graph Problems | 23-FS-008 | Sarah Mackay | High-Performance Computing, Simulation, and Data Science | Feasibility Study | Final |
CROSSWALK | 23-SI-001 | High-Performance Computing, Simulation, and Data Science | Strategic Initiative | Continuing | |
Designing Asynchronous Circuits for Dynamic Machine Learning Adaptation | 22-DR-009 | Maya Gokhale | High-Performance Computing, Simulation, and Data Science | Disruptive Research | Continuing |
DENAS: Deep Neuroevolution at Scale | 21-ERD-026 | Brian Van Essen | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Final |
An Experimentally Validated Synergistic Membrane Model | 21-ERD-047 | Timothy Carpenter | High-Performance Computing, Simulation, and Data Science | Exploratory Research | Continuing |