Publications
Publication | Type | Year |
---|---|---|
Microstructure-Sensitive UQ for Materials Constitutive Models in Crystal Plasticity Finite Element MethodUSACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling (UQ-MLIP)
|
Conference Poster – 2022 Conference Poster | 2022 |
Characterizing and Propagating Model Discrepancy in PDE-Constrained OptimizationUSACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling
|
Conference Poster – 2022 Conference Poster | 2022 |
Feature Pathway Detection using Random Forest Regressor Feature ImportancesAmerican Geophysical Union 2022
|
Abstract – 2022 Abstract | 2022 |
Multifidelity DRAM Simulation in SSTWorkshop on Modeling and Simulation of Systems and Applications
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Conference Presentation – 2022 Conference Presentation | 2022 |
PyApprox: Enabling efficient model analysis |
SAND Report – 2022 SAND Report | 2022 |
Training Data Selection for Accuracy and Transferability of Interatomic Potentialsnpj Computational Materials
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Journal Article – 2022 Journal Article | 2022 |
Unique Experimental Algorithms for National-Security ApplicationsSymposium on Experimental Algorithms
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Conference Presentation – 2022 Conference Presentation | 2022 |
Multi-task Machine Learning for Fusion SimulationsUSACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling
|
Conference Poster – 2022 Conference Poster | 2022 |
Permutation-adapted complete and independent basis for atomic cluster expansion descriptors |
Report – 2022 Report | 2022 |
Predicting accurate ab initio DNA electron densities with equivariant neural networksDna28
|
Conference Poster – 2022 Conference Poster | 2022 |
ALBADross: Active Learning Based Anomaly Diagnosis for Production HPC SystemsCluster 2022
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Conference Proceeding – 2022 Conference Proceeding | 2022 |
PDE-Constrained Optimization for Ice-Sheet InitializationIccopt 2022
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Conference Presentation – 2022 Conference Presentation | 2022 |
Simulating Radiation-Induced Shocks in Thermal Spray Coating Materials Could Help Protect Diagnostic Equipment at Pulsed Power Facilities
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Marketing or Promotional – 2022 Marketing or Promotional | 2022 |
Linear Algebra and Computing: Behind the ScenesMARTIANS Intern Seminar (Sandia)
|
Presentation (non-conference) – 2022 Presentation (non-conference) | 2022 |
Augmenting Singularity to Generate Fine-grained Workflows, Record Trails, and Data ProvenanceeScience 2022
|
Conference Poster – 2022 Conference Poster | 2022 |
Training Machine Learned Interatomic Potentials for Chemical Complexity - Application to Refractory Complex Concentrated AlloysGordon Research Conference - Computational Materials Science and Engineering
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Conference Poster – 2022 Conference Poster | 2022 |
Tin as a nuclear spin qubit in siliconSilicon Quantum Electronics Workshop
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Abstract – 2022 Abstract | 2022 |
NoMoPy: Noise Modeling in Python2022 Silicon Quantum Electronics Workshop
|
Abstract – 2022 Abstract | 2022 |
FitSNAP: Machine Learned Potentials for LAMMPSGordon Research Conference (Computational Materials Science and Engineering)
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Conference Poster – 2022 Conference Poster | 2022 |
A Tiered Approach to Scientific Software Quality PracticesSEA's Improving Scientific Software Conference and Tutorials 2022
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Conference Proceeding – 2022 Conference Proceeding | 2022 |
An inexact trust-region algorithm for nonsmooth nonconvex optimizationInternational Conference on Continuous Optimization
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Conference Presentation – 2022 Conference Presentation | 2022 |
Discrete fracture network modeling and uncertainty analysis in Geologic Disposal Safety Assessment FrameworkAGU Fall Meeting 2022
|
Abstract – 2022 Abstract | 2022 |
Learning to Parameterize a Stochastic Processing Using Neuromorphic Data GenerationInternational Conference on Neuromorphic Systems
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Conference Presentation – 2022 Conference Presentation | 2022 |
Get ROL-ing: An Introduction to Sandia's Rapid Optimization LibraryInternational Conference on Continuous Optimization
|
Conference Presentation – 2022 Conference Presentation | 2022 |
Evaluating Critical Microstructure Features for Shock Sensitivity at the MesoscaleAps Gsccm 2022
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Conference Presentation – 2022 Conference Presentation | 2022 |
Document Title | Type | Year |