Publications

Diaz-Ibarra, O.H., Kim, K., Najm, H.N., Safta, C., & Safta, C. (2024). CSPlib: A performance portable parallel software toolkit for analyzing complex kinetic mechanisms. Computer Physics Communications, 297. 10.1016/j.cpc.2023.109069

Sargsyan, K., Diaz-Ibarra, O.H., Murgoitio-Esandi, J., Hudson, J., D'Elia, M., Najm, H.N., & Najm, H.N. (2024). Quantifying Uncertainties in Weight-Parameterized Residual Neural Networks [Conference Presentation]. 10.2172/2540401

Hudson, J.L., Diaz-Ibarra, O.H., D'Elia, M., Najm, H.N., Rosso, H., Ruthotto, L., Sargsyan, K., & Sargsyan, K. (2023). Analysis of Neural Networks as Random Dynamical Systems. 10.2172/2430214

Diaz-Ibarra, O.H., Sargsyan, K., Najm, H.N., & Najm, H.N. (2023). Dimensionality Reduction and Weight-Parameterized Neural NetworkSurrogates for Climate Models [Conference Presentation]. 10.2172/2430572

Diaz-Ibarra, O.H., Kim, K., Safta, C., Najm, H.N., & Najm, H.N. (2022). Studying the Computational Performance of CSP Analysis on Heterogeneous Computing Platforms [Conference Presentation]. 10.2172/2003088

Diaz-Ibarra, O.H., Kim, K., Safta, C., Zador, J., Najm, H.N., & Najm, H.N. (2022). Using computational singular perturbation as a diagnostic tool in ODE and DAE systems: a case study in heterogeneous catalysis. Combustion Theory and Modelling, 26(2), pp. 201-227. 10.1080/13647830.2021.2002417

Safta, C., Najm, H.N., Diaz-Ibarra, O.H., Kim, K., & Kim, K. (2021). TChem v3.0: A Software Toolkit for the Analysis of Complex Kinetic Models. 10.2172/1829197

Diaz-Ibarra, O.H., Kim, K., Safta, C., Najm, H.N., & Najm, H.N. (2021). CSPlib - A Toolkit for the Analysis of ODE/DAE Dynamical Systems and Chemical Kinetic Models. 10.2172/1855067

Najm, H.N., Sargsyan, K., Kim, K., Goldsmith, C.F., West, R.H., Bylaska, E.J., Bross, D.H., Ruscic, B., Safta, C., Zador, J., Blais, C., Blondal, K., Diaz-Ibarra, O.H., Hermes, E., Mazeau, E., & Mazeau, E. (2021). Exascale Catalytic Chemistry (ECC) [Conference Poster]. 10.2172/1890393

Christopher, B., Diaz-Ibarra, O.H., Mazeau, E., Gierada, M., Hermes, E., Safta, C., Kim, K., Najm, H.N., Bylaska, E.J., Zador, J., Goldsmith, C.F., West, R.H., & West, R.H. (2021). AUTOMATIC GENERATION AND ANALYSIS OF MICROKINETIC MODELS [Conference Presentation]. 10.2172/1890361

Safta, C., Diaz-Ibarra, O.H., Kim, K., Najm, H.N., & Najm, H.N. (2021). TChem ? An Open Source Computational Chemistry Software Library for Heterogeneous Computing Platforms [Conference Presentation]. 10.2172/1881665

Safta, C., Diaz-Ibarra, O.H., Najm, H.N., Kim, K., & Kim, K. (2021). TChem - An Open Source Computational Chemistry Software Library for Heterogenous Computing Platforms [Conference Paper]. https://www.osti.gov/biblio/1862775

Diaz-Ibarra, O.H., Kim, K., Safta, C., Najm, H.N., & Najm, H.N. (2020). CSPlib - A Software Toolkit for the Analysis of Dynamical Systems and Chemical Kinetic Models. 10.2172/1810242

Safta, C., Kim, K., Diaz-Ibarra, O.H., Najm, H.N., & Najm, H.N. (2020). TChem v2.0 - A Software Toolkit for the Analysis of Complex Kinetic Models. 10.2172/1688569