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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
Volumetric Additive Manufacturing of Gradient Composition Glass 23-ERD-037 Rebecca Walton Accelerated Materials and Manufacturing Exploratory Research Continuing
Additively Manufactured Multilayer Laser 23-FS-048 Ross Osborne Accelerated Materials and Manufacturing Feasibility Study Continuing
Automated, High-Throughput Screening of Increased Ionic Conductivity Polymer Electrolytes 22-LW-006 Johanna Schwartz Accelerated Materials and Manufacturing Lab-Wide Continuing
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
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