Publications
Publication | Type | Year |
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Studying the Computational Performance of CSP Analysis on Heterogeneous Computing Platforms18th International Conference on Numerical Combustion.
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Conference Presentation – 2022 Conference Presentation | 2022 |
Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learningJournal of Machine Learning Research |
Journal Article – 2022 Journal Article | 2022 |
Quantifying Uncertainty in E3SM via Functional Tensor Network ApproximationsSiam Uq22
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Conference Presentation – 2022 Conference Presentation | 2022 |
Studying the Computational Performance of CSP Analysis on Heterogeneous Computing Platforms18th International Conference on Numerical Combustion
|
Abstract – 2022 Abstract | 2022 |
TChem ? An Open Source Computational Chemistry Software Library for Heterogeneous Computing PlatformsGeneralized aerosol/chemistry interface workshop
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Presentation (non-conference) – 2022 Presentation (non-conference) | 2022 |
CSPlib - A Toolkit for the Analysis of ODE/DAE Dynamical Systems and Chemical Kinetic Models |
SAND Report – 2021 SAND Report | 2021 |
Functional Tensor Network Approximations for E3SM Land ModelAGU Fall Meeting 2021
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Conference Presentation – 2021 Conference Presentation | 2021 |
TChem v3.0 - A Software Toolkit for the Analysis of Complex Kinetic Models |
SAND Report – 2021 SAND Report | 2021 |
Using computational singular perturbation as a diagnostic tool in ODE and DAE systems: a case study in heterogeneous catalysisCombustion Theory and Modelling |
Journal Article – 2021 Journal Article | 2021 |
Exascale Catalytic Chemistry (ECC)EFRC-Hub-CMS-CCS PI Meeting
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Conference Poster – 2021 Conference Poster | 2021 |
Automatic Generation And Analysis Of Microkinetic ModelsVirtual EFRC-Hub-CMS-CCS PI Meeting
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Conference Presentation – 2021 Conference Presentation | 2021 |
ECC Abstracts for the EFRC-Hub-CMS-CCS PI MeetingEFRC-Hub-CMS-CCS PI Meeting
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Abstract – 2021 Abstract | 2021 |
Exascale Catalytic Chemistry (ecc) ProjectDOE CTC PI Meeting
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Abstract – 2021 Abstract | 2021 |
TChem ? An Open Source Computational Chemistry Software Library for Heterogeneous Computing Platforms12th US National Combustion Meeting
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Conference Presentation – 2021 Conference Presentation | 2021 |
TChem - An Open Source Computational Chemistry Software Library for Heterogenous Computing PlatformsUS National Combustion Meeting |
Conference Paper – 2021 Conference Paper | 2021 |
Low-Rank Tensor Network Approximations for Earth System ModelSiam Cse 2021 |
Conference Presentation – 2021 Conference Presentation | 2021 |
Polynomial Chaos Expansions for Discrete Random Variables in Cyber Security Emulytics ExperimentsSIAM Computational Science and Engineering |
Conference Presentation – 2021 Conference Presentation | 2021 |
Constrained Gaussian Processes: A SurveySIAM Computational Science and Engineering Conference 2021 |
Conference Presentation – 2021 Conference Presentation | 2021 |
CSPlib - A Software Toolkit for the Analysis of Dynamical Systems and Chemical Kinetic Models |
SAND Report – 2021 SAND Report | 2021 |
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation ChallengesJournal of Machine Learning for Modeling and Computing |
Journal Article – 2020 Journal Article | 2020 |
Predictive Skill of Deep Learning Models Trained on Limited Sequence Data |
SAND Report – 2020 SAND Report | 2020 |
TChem v2.0 - A Software Toolkit for the Analysis of Complex Kinetic Models |
SAND Report – 2020 SAND Report | 2020 |
Polynomial Chaos Expansions for Discrete Random Variables in Cyber Security Emulytics ExperimentsSiam Conference on Computational Science and Engineering
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Abstract – 2020 Abstract | 2020 |
LDRD Project Summary: Incorporating physical constraints into Gaussian process surrogate models |
SAND Report – 2020 SAND Report | 2020 |
Sandia's Research in Support of COVID-19 Pandemic Response: Computing and Information Sciences |
SAND Report – 2020 SAND Report | 2020 |
Document Title | Type | Year |