Publications

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Characterizing and Propagating Model Discrepancy in PDE-Constrained Optimization

USACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling

Joseph Lee Hart, Bart G van Bloemen Waanders

Conference Poster – 2022 Conference Poster 2022

Microstructure-Sensitive UQ for Materials Constitutive Models in Crystal Plasticity Finite Element Method

USACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling (UQ-MLIP)

Anh Tran, Timothy Michael Wildey, Hojun Lim

Conference Poster – 2022 Conference Poster 2022

Feature Pathway Detection using Random Forest Regressor Feature Importances

American Geophysical Union 2022

Matthew Gregor Peterson, Irina Kalashnikova Tezaur, Jeffrey Nichol

Abstract – 2022 Abstract 2022

Multifidelity DRAM Simulation in SST

Workshop on Modeling and Simulation of Systems and Applications

Patrick Robert Lavin, Ryan Lynch, Jeffrey Young, Richard Vuduc

Conference Presentation – 2022 Conference Presentation 2022

Training Data Selection for Accuracy and Transferability of Interatomic Potentials

npj Computational Materials

David Montes de Oca Zapiain, Mitchell Wood, Nicholas Lubbers, Carlos Z. Pereyra, Aidan P. Thompson, Danny Perez4

Journal Article – 2022 Journal Article 2022

PyApprox: Enabling efficient model analysis

John Davis Jakeman

https://www.osti.gov/search/identifier:1879614

SAND Report – 2022 SAND Report 2022

Unique Experimental Algorithms for National-Security Applications

Symposium on Experimental Algorithms

Cynthia Ann Phillips

Conference Presentation – 2022 Conference Presentation 2022

Permutation-adapted complete and independent basis for atomic cluster expansion descriptors

James Michael Goff, Charles Sievers, Mitchell Wood, Aidan P. Thompson

https://www.osti.gov/search/identifier:1879613

Report – 2022 Report 2022

Multi-task Machine Learning for Fusion Simulations

USACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling

William Lewis, Kathryn Anne Maupin, Anh Tran, Patrick Knapp

Conference Poster – 2022 Conference Poster 2022

Predicting accurate ab initio DNA electron densities with equivariant neural networks

Dna28

Alex Lee, William Bricker, Joshua Rackers

Conference Poster – 2022 Conference Poster 2022

ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC Systems

Cluster 2022

Burak Aksar, Efe Sencan, Benjamin Schwaller, Omar Raad Aaziz, Brian Kulis, Ayse K. Coskun, Vitus J. Leung, James M. Brandt

Conference Proceeding – 2022 Conference Proceeding 2022

PDE-Constrained Optimization for Ice-Sheet Initialization

Iccopt 2022

Mauro Perego

Conference Presentation – 2022 Conference Presentation 2022

Simulating Radiation-Induced Shocks in Thermal Spray Coating Materials Could Help Protect Diagnostic Equipment at Pulsed Power Facilities

Jimmy Carleton, Theron Rodgers, Mikhail Mesh, Corbett C. Battaile, William M. Scherzinger, Jason James Sanchez, Dan Stefan Bolintineanu, Carianne Martinez, Donald Eugene Bruss, Aaron Jeffrey Olson, Brian C. Franke, Shawn D. Pautz, Nathan W. Moore

Marketing or Promotional – 2022 Marketing or Promotional 2022

Augmenting Singularity to Generate Fine-grained Workflows, Record Trails, and Data Provenance

eScience 2022

Dominic Kennedy, Paula Olaya, Gerald Fredrick Lofstead, Rodrigo Vargas, Michela Taufer

Conference Poster – 2022 Conference Poster 2022

Tin as a nuclear spin qubit in silicon

Silicon Quantum Electronics Workshop

Wayne Witzel, Jesse James Lutz, DeAnna Marie Campbell, Troy Alexander Hutchins-Delgado, Tzu-Ming Lu, David Abraham Lidsky, Chris Smyth, Chris Allemang, Paul G. Kotula, and Dwight R. Luhman

Abstract – 2022 Abstract 2022

Training Machine Learned Interatomic Potentials for Chemical Complexity - Application to Refractory Complex Concentrated Alloys

Gordon Research Conference - Computational Materials Science and Engineering

Megan Jeanne McCarthy, Jacob Kyle Startt, Remi Philippe Michel Dingreville, Mitchell Wood

Conference Poster – 2022 Conference Poster 2022

Linear Algebra and Computing: Behind the Scenes

MARTIANS Intern Seminar (Sandia)

Jennifer Ann Loe

Presentation (non-conference) – 2022 Presentation (non-conference) 2022

Discrete fracture network modeling and uncertainty analysis in Geologic Disposal Safety Assessment Framework

AGU Fall Meeting 2022

Teresa Portone, Laura Painton Swiler, Eduardo Basurto, Dusty Marie Brooks, Aubrey Celia Eckert, Rosemary Claire Leone, Paul Mariner, Mariah Lee Smith, Emily Stein

Abstract – 2022 Abstract 2022

Verification of Cyber Emulation Experiments Through Virtual Machine and Host Metrics

15th Cyber Security Experimentation and Test Workshop (CSET)

Jamie Thorpe, Laura Painton Swiler, Seth Terence Hanson, Gerardo Cruz, Thomas D. Tarman, Trevor Rollins, Bert Debusschere

Conference Presentation – 2022 Conference Presentation 2022

FitSNAP: Machine Learned Potentials for LAMMPS

Gordon Research Conference (Computational Materials Science and Engineering)

Andrew Dale Rohskopf, Charlie Sievers, Megan Jeanne McCarthy, James Michael Goff, Ember Layne Sikorski, Aidan P. Thompson, Mitchell Wood

Conference Poster – 2022 Conference Poster 2022

Electrostatic Relativistic Fluid Models of Electron Emission in a Warm Diode

IEEE Transactions on Plasma Science

Nathaniel Donald Hamlin, Thomas M. Smith, Nicholas Roberds, Forrest Glines, Kristian Beckwith

Journal Article – 2022 Journal Article 2022

Learning to Parameterize a Stochastic Processing Using Neuromorphic Data Generation

International Conference on Neuromorphic Systems

William Mark Severa, John Darby Smith, Richard B. Lehoucq, James Bradley Aimone

Conference Presentation – 2022 Conference Presentation 2022

A Tiered Approach to Scientific Software Quality Practices

SEA's Improving Scientific Software Conference and Tutorials 2022

Miranda Rose Mundt Brandenburg, P. Wade Burgess, Dena Vigil

Conference Proceeding – 2022 Conference Proceeding 2022

Get ROL-ing: An Introduction to Sandia's Rapid Optimization Library

International Conference on Continuous Optimization

Drew Philip Kouri, Denis Ridzal, Gregory John von Winckel, Aurya Javeed

Conference Presentation – 2022 Conference Presentation 2022

An inexact trust-region algorithm for nonsmooth nonconvex optimization

International Conference on Continuous Optimization

Drew Philip Kouri

Conference Presentation – 2022 Conference Presentation 2022
Document Title Type Year
Results 1–25 of 11,790