Publications
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Jump to search filtersModeling Spall in Additively Manufactured Steel With Local-Nonlocal Coupling
Efficient Deployment of Multifidelity Sampling Methods in Production Settings
Exploiting Tensor-Product Structure in High-Order Finite Elements on Next-Generation Architectures
Verification Testing for Multiphysics Codes
A reduced space simultaneous approach for optimization of nonlinear index-1 differential algebraic equations
Integrating PGAS and MPI-Based Graph Analysis
Recent Advances in Maxwell Solvers for PIC Simulations Across Architectures
A Bayesian Framework for Validation and Selection of Multiscale Plasticity Models with Quantified Uncertainty
An Inexact Trust-Region Newton Method for Large-Scale Convex-Constrained Optimization
Pyomo Tutorial
Adaptive Basis for Multifidelity Uncertainty Quantification
A Large Safeguards-Informed Hybrid Imagery Dataset for Computer Vision Research and Development
A Case Study in Using Containers to Build and Distribute HPC Applications: ALEGRA
Learning Why: Data-Driven Causal Evaluations of Climate Models
Assessing the Efficacy of Universal Differential Equations to Learn Missing Dynamics from a Subset of Observable State Variables
Comparing reproduced cyber experimentation studies across different emulation testbeds
Development of an Algorithmic Framework for the Simulation of Partially-Ionized Multifluid Plasma Systems with Arbitrarily Many Species
MiniMod: A Modular Miniapplication Benchmarking Framework for HPC
Improved vertical remapping accuracy
Advanced Methods for using Probabilistic Information for Extreme Event Assessments
Learning Why: Data-Driven Causal Evaluations of Climate Models
Benchmarking consistent observable and material properties from an average-atom model to predictions from TDDFT
Multi-fidelity Machine Learning
Negative Perceptions About the Applicability of Source-to-Source Compilers in HPC: A Literature Review
Convergence Studies for Meshfree Peridynamic Simulations of Dynamic Crack Growth
HPC Architectures Beyond Exascale
A Numerical Compact Photocurrent Model and its Implementation via Xyce-PyMi
How to learn more about LAMMPS
Verification Testing for Multiphysics Codes
Efficient finite element methods for solving the Monge-Ampere equation
Managing Randomness to Enable Reproducible Machine Learning
Risk Averse Optimal Experiment Design using R-Optimality for Vibration Control Inverse Problems
Multifidelity UQ sampling for Stochastic Simulations
Developing a Dataset of Confined Ionic Liquid Properties for Machine Learning Applications
Slycat? Ensemble Analytics
Split Bregman optimizer for online generalized CP tensor decomposition
nPINNS: Nonlocal Physics-Informed Neural Networks
Quantifying the Unknown: Impact of Segmentation Uncertainty on Image-based Simulations
Learning Transferable DFT Neural Network Surrogates
Styles, styles, styles
Use My Data, But Don't Make Me Share It: Hybrid Secure MultiParty Computation for Privacy-Preserving Machine Learning
Comparing Intel Compilers Poster
Trajectory Anomaly Detection
SST -- llyr SpMM
The Strip Method for Shape Derivatives
A data-driven peridynamic continuum model for upscaling molecular dynamics
Resilient Kokkos: Resilient Execution Spaces
Atomic-precision advanced manufacturing for Si quantum computing
MRS Bulletin
Hybrid multi-level Monte Carlo polynomial chaos method for global sensitivity analysis
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