Publications

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Studying the Computational Performance of CSP Analysis on Heterogeneous Computing Platforms

18th International Conference on Numerical Combustion.

Oscar Homero Diaz-Ibarra, Kyungjoo Kim, Cosmin Safta, Habib N. Najm

Conference Presentation – 2022 Conference Presentation 2022

Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning

Journal of Machine Learning Research

Cosmin Safta, John Davis Jakeman, Alex Gorodetsky

https://www.osti.gov/search/identifier:1872019

Journal Article – 2022 Journal Article 2022

Quantifying Uncertainty in E3SM via Functional Tensor Network Approximations

Siam Uq22

Cosmin Safta, John Davis Jakeman, Khachik Sargsyan

Conference Presentation – 2022 Conference Presentation 2022

Studying the Computational Performance of CSP Analysis on Heterogeneous Computing Platforms

18th International Conference on Numerical Combustion

Oscar Homero Diaz-Ibarra, Kyungjoo Kim, Cosmin Safta, Habib N. Najm

Abstract – 2022 Abstract 2022

TChem ? An Open Source Computational Chemistry Software Library for Heterogeneous Computing Platforms

Generalized aerosol/chemistry interface workshop

Cosmin Safta, Oscar Homero Diaz-Ibarra, Kyungjoo Kim

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

CSPlib - A Toolkit for the Analysis of ODE/DAE Dynamical Systems and Chemical Kinetic Models

Oscar Homero Diaz-Ibarra, Kyungjoo Kim, Cosmin Safta, Habib N. Najm

https://www.osti.gov/search/identifier:1855067

SAND Report – 2021 SAND Report 2021

Functional Tensor Network Approximations for E3SM Land Model

AGU Fall Meeting 2021

Cosmin Safta, Khachik Sargsyan, John Davis Jakeman

Conference Presentation – 2021 Conference Presentation 2021

TChem v3.0 - A Software Toolkit for the Analysis of Complex Kinetic Models

Cosmin Safta, Habib N. Najm, Oscar Homero Diaz-Ibarra, Kyungjoo Kim

https://www.osti.gov/search/identifier:1829197

SAND Report – 2021 SAND Report 2021

Using computational singular perturbation as a diagnostic tool in ODE and DAE systems: a case study in heterogeneous catalysis

Combustion Theory and Modelling

Oscar Homero Diaz-Ibarra, Kyungjoo Kim, Cosmin Safta, Judit Zador, Habib N. Najm

https://www.osti.gov/search/identifier:1834151

Journal Article – 2021 Journal Article 2021

Exascale Catalytic Chemistry (ECC)

EFRC-Hub-CMS-CCS PI Meeting

Habib N. Najm, Khachik Sargsyan, Kyungjoo Kim, C. Franklin Goldsmith, Richard H. West, Eric J. Bylaska, David H. Bross, Branko Ruscic, Cosmin Safta, Judit Zador, Christopher Blais, Katrn Blndal, Oscar Homero Diaz-Ibarra, Eric Hermes, Emily Mazeau

Conference Poster – 2021 Conference Poster 2021

Automatic Generation And Analysis Of Microkinetic Models

Virtual EFRC-Hub-CMS-CCS PI Meeting

Blais Christopher, Oscar Homero Diaz-Ibarra, Emily Mazeau, Maciej Gierada, Eric Hermes, Cosmin Safta, Kyungjoo Kim, Habib N. Najm, Eric J. Bylaska, Judit Zador, C. Franklin Goldsmith, Richard H. West

Conference Presentation – 2021 Conference Presentation 2021

ECC Abstracts for the EFRC-Hub-CMS-CCS PI Meeting

EFRC-Hub-CMS-CCS PI Meeting

Habib N. Najm, Khachik Sargsyan, Kyungjoo Kim, C. Franklin Goldsmith, Richard H. West, Eric J. Bylaska, David H. Bross, Branko Ruscic, Cosmin Safta, Judit Zador, Katrn Blndal, Chris Blais, Oscar Homero Diaz-Ibarra, Emily Mazeau, Maciej Gierada, Eric Hermes, Abhishek Bagusetty, Duo Song

Abstract – 2021 Abstract 2021

Exascale Catalytic Chemistry (ecc) Project

DOE CTC PI Meeting

Habib N. Najm, Khachik Sargsyan, Kyungjoo Kim, C. Franklin Goldsmith, Richard H. West, Eric J. Bylaska, David H. Bross, Branko Ruscic, Cosmin Safta, Judit Zador

Abstract – 2021 Abstract 2021

TChem ? An Open Source Computational Chemistry Software Library for Heterogeneous Computing Platforms

12th US National Combustion Meeting

Cosmin Safta, Oscar Homero Diaz-Ibarra, Kyungjoo Kim, Habib N. Najm

Conference Presentation – 2021 Conference Presentation 2021

TChem - An Open Source Computational Chemistry Software Library for Heterogenous Computing Platforms

US National Combustion Meeting

Cosmin Safta, Oscar Homero Diaz-Ibarra, Habib N. Najm, Kyungjoo Kim

https://www.osti.gov/search/identifier:1862775

Conference Paper – 2021 Conference Paper 2021

Low-Rank Tensor Network Approximations for Earth System Model

Siam Cse 2021

Cosmin Safta, Khachik Sargsyan, John Davis Jakeman, Alex Arkady Gorodetsky

https://www.osti.gov/search/identifier:1854317

Conference Presentation – 2021 Conference Presentation 2021

Polynomial Chaos Expansions for Discrete Random Variables in Cyber Security Emulytics Experiments

SIAM Computational Science and Engineering

Bert Debusschere, Gianluca Geraci, John Davis Jakeman, Cosmin Safta, Laura Painton Swiler

https://www.osti.gov/search/identifier:1847628

Conference Presentation – 2021 Conference Presentation 2021

Constrained Gaussian Processes: A Survey

SIAM Computational Science and Engineering Conference 2021

Laura Painton Swiler, Mamikon Gulian, Ari Louis Frankel, Cosmin Safta, John Davis Jakeman

https://www.osti.gov/search/identifier:1847480

Conference Presentation – 2021 Conference Presentation 2021

CSPlib - A Software Toolkit for the Analysis of Dynamical Systems and Chemical Kinetic Models

Oscar Homero Diaz-Ibarra, Kyungjoo Kim, Cosmin Safta, Habib N. Najm

https://www.osti.gov/search/identifier:1810242

SAND Report – 2021 SAND Report 2021

A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges

Journal of Machine Learning for Modeling and Computing

Laura Painton Swiler, Mamikon Gulian, Ari Louis Frankel, Cosmin Safta, John Davis Jakeman

https://www.osti.gov/search/identifier:1691455

Journal Article – 2020 Journal Article 2020

Predictive Skill of Deep Learning Models Trained on Limited Sequence Data

Cosmin Safta, Kookjin Lee, Jaideep Ray

https://www.osti.gov/search/identifier:1688570

SAND Report – 2020 SAND Report 2020

TChem v2.0 - A Software Toolkit for the Analysis of Complex Kinetic Models

Cosmin Safta, Kyungjoo Kim, Oscar Homero Diaz-Ibarra, Habib N. Najm

https://www.osti.gov/search/identifier:1688569

SAND Report – 2020 SAND Report 2020

Polynomial Chaos Expansions for Discrete Random Variables in Cyber Security Emulytics Experiments

Siam Conference on Computational Science and Engineering

Bert Debusschere, Gianluca Geraci, John Davis Jakeman, Cosmin Safta, Laura Painton Swiler

Abstract – 2020 Abstract 2020

LDRD Project Summary: Incorporating physical constraints into Gaussian process surrogate models

Laura Painton Swiler, Mamikon Gulian, Ari Louis Frankel, John Davis Jakeman, Cosmin Safta

https://www.osti.gov/search/identifier:1668928

SAND Report – 2020 SAND Report 2020

Sandia's Research in Support of COVID-19 Pandemic Response: Computing and Information Sciences

Travis Ladell Bauer, Walter Eugene Beyeler, Patrick D. Finley, Robert Fredric Jeffers, Carl Damon Laird, Monear Makvandi, Alexander V. Outkin, Cosmin Safta, Katherine M. Simonson

https://www.osti.gov/search/identifier:1661021

SAND Report – 2020 SAND Report 2020
Document Title Type Year
Results 1–25 of 88