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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
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
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
Measurement of Mutual Diffusion in Warm Dense Matter 21-ERD-029 Tilo Doeppner High-Energy-Density Science Exploratory Research Final
Exploring a Novel Way to Mitigate Surface Damage in Tokamaks 21-ERD-009 Michael Campanell High-Energy-Density Science Exploratory Research Final
Breaking Beams: A Kinetic Treatment of the Filamentation and Forward Scatter of Laser Beams in Plasma 22-ERD-042 Thomas Chapman High-Energy-Density Science Exploratory Research Continuing
Pulsed-Plasma Deposition of Ultrathick Diamond-like Carbon Films on Nonplanar Surfaces 23-ERD-040 Alison Engwall High-Energy-Density Science Exploratory Research Continuing
Finite Temperature Structure Prediction 22-FS-014 Stanimir Bonev High-Energy-Density Science Feasibility Study Final
Plasma Transport at the Nexus of Measurement and Modeling 20-ERD-035 Robert Rudd High-Energy-Density Science Exploratory Research Final
Investigating the Relationship Between Microstructure and Dynamic Response Using X-Ray Free-Electron Lasers 21-ERD-032 Jon Eggert High-Energy-Density Science Exploratory Research Continuing