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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
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
Addressing Key Physics Problems in High-Energy-Density Plasmas with a Novel Kinetic Simulation Capability 23-ERD-007 Justin Angus High-Energy-Density Science Exploratory Research Continuing
High Pressure-Temperature Phase Diagrams and Free Energies from First Principles 23-ERD-042 Stanimir Bonev High-Energy-Density Science Exploratory Research Continuing
High-Repetition-Rate Diagnostics with Integrated Active Control for a New Paradigm of High-Energy-Density Experiments 21-ERD-015 Matthew Hill High-Energy-Density Science Exploratory Research Final
Extending Equation-of-State Measurements to Gigabar Pressures 22-ERD-005 Michael Macdonald High-Energy-Density Science Exploratory Research Continuing
Optimal Uses of Magnetic Fields for Indirect-Drive Inertial Fusion 23-ERD-025 David Strozzi High-Energy-Density Science Exploratory Research Continuing
Bayesian Optimization of High-Intensity, Laser-Driven Particle Acceleration Integrating Experiments and Simulations 23-FS-001 Kelly Swanson High-Energy-Density Science Feasibility Study Final
A New Data-Driven Standard Solar Model 22-ERD-048 John Ruby High-Energy-Density Science Exploratory Research Final