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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
Nanoscale Precision Milling with Ion Beams 23-ERD-033 Swanee Shin Accelerated Materials and Manufacturing Exploratory Research Continuing
Ultra-Wide Bandgap Field-Emission Photocathodes for High-Power, High-Frequency Electronics 23-LW-055 Clint Frye Accelerated Materials and Manufacturing Lab-Wide Continuing
Advanced Energy Storage Technologies for Extreme Conditions 23-SI-002 Marcus Worsley Accelerated Materials and Manufacturing 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
Scalable Methods for Contact with Optimization 23-ERD-017 Cosmin Petra High-Performance Computing, Simulation, and Data Science 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 High-Performance Computing, Simulation, and Data Science Exploratory Research Continuing
Learning to Solve Faster with Data-Driven Algebraic Multigrid Methods 23-FS-031 Ruipeng Li High-Performance Computing, Simulation, and Data Science Feasibility Study Final
High-Performance Computing Force Multiplier: Leading the Way for Extreme-Scale Converged Computing 22-ERD-041 Daniel Milroy High-Performance Computing, Simulation, and Data Science Exploratory Research Continuing
Leveraging Machine Learning Hardware in Time Integration Algorithms 23-FS-013 Cody Balos High-Performance Computing, Simulation, and Data Science Feasibility Study Final
Robust Control of Scientific Simulations with Deep Reinforcement Learning 21-SI-001 Daniel Faissol High-Performance Computing, Simulation, and Data Science Strategic Initiative Final
Knowledge-Driven Machine Learning 21-ERD-012 Jayaraman Jayaraman Thiagarajan High-Performance Computing, Simulation, and Data Science Exploratory Research Final
Exact Representation of Curved Material Interfaces and Boundaries in High-Order Finite Element Simulations 21-ERD-031 Vladimir Tomov High-Performance Computing, Simulation, and Data Science Exploratory Research Final
Localizing and Explaining Performance Defects in Heterogeneous Applications 23-ERD-022 Konstantinos Parasyris High-Performance Computing, Simulation, and Data Science Exploratory Research Continuing
Automated Software Integration 21-SI-005 George Gamblin High-Performance Computing, Simulation, and Data Science Strategic Initiative Final
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