High-Performance Computing Simulation and Data Science

Project Highlights

 
FY2022

Click on any of the project titles below to view a brief project summary,
or return to our Project Highlights page to view lists of FY22 projects in other research categories.

Project Title Project Code Project Type Project Status
Interactive Exploratory Graph-Enabled Data Analytics at High-Performance Computing Scales 21-ERD-020 Exploratory Research Continuing
Knowledge-Driven Machine Learning 21-ERD-012 Exploratory Research Continuing
Large-Scale Shape Optimization with Conformal Meshes 22-ERD-023 Exploratory Research Continuing
Learning a Nonlinear Solver Optimized to Solve the Problem of Electron Density and Effective Atomic Number Reconstruction 21-FS-013 Feasibility Study Final
Modeling Complex Behavior of Lattices to Enable Multiscale Design 20-ERD-020 Exploratory Research Final
Next-Generation Implicit Neural Representation for Ill-Posed and Dynamic Computed Tomography Reconstruction 22-ERD-032 Exploratory Research Continuing
Optimal High-Order Solvers 20-ERD-002 Exploratory Research Final
Probabilistic Models for Dynamic Hypergraphs with Content 20-ERD-049 Exploratory Research Final
Reliable Decentralized Solvers in Unreliable Computing Environments 22-ERD-045 Exploratory Research Continuing
Robust Control of Scientific Simulations with Deep Reinforcement Learning 21-SI-001 Strategic Initiative Continuing
Safe and Trustworthy Machine Learning 20-ERD-014 Exploratory Research Final
Scientific Machine Learning at Extreme Scale: Optimal Control for Deep Learning in High-Performance Computing 21-ERD-051 Exploratory Research Final
Virtual Inspections: Fast and Intuitive Inspections of Manufactured Parts in Virtual Reality 22-FS-026 Feasibility Study Final
Zeroth-Order Machine Learning for Flexible Integration of Domain Knowledge 22-FS-019 Feasibility Study Final