Publications

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Robust initializations of variational inference with Gaussian mixtures through global optimization and Laplace approximations

SIAM Conference on Uncertainty Quantification

Wyatt Haynes Bridgman, Ahmad Rushdi, Mohammad Khalil

Abstract – 2022 Abstract 2022

Characterization of Partially Observed Epidemics - Application to COVID-19

Cosmin Safta, Jaideep Ray, Erin Acquesta, Thomas Anthony Catanach, Kamaljit Singh Chowdhary, Bert Debusschere, Edgar Galvan, Gianluca Geraci, Mohammad Khalil, Teresa Portone

https://www.osti.gov/search/identifier:1763554

SAND Report – 2020 SAND Report 2020

Dakota, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis: Version 6.12 User?s Manual

Brian M. Adams, William J. Bohnhoff, Keith Dalbey, Mohamed Salah Ebeida, John P. Eddy, Michael S. Eldred, Russell Hooper, Patricia D. Hough, Kenneth Hu, John Davis Jakeman, Mohammad Khalil, Kathryn Anne Maupin, Jason A. Monschke, Elliott Marshall Ridgway, Ahmad Rushdi, Daniel Thomas Seidl, John Adam Stephens, Laura Painton Swiler, Justin Winokur

https://www.osti.gov/search/identifier:1630694

SAND Report – 2020 SAND Report 2020

Model Error and Model Selection: Bayesian approaches

SIAM Conference on Uncertainty Quantification

Kathryn Anne Maupin, Mohammad Khalil

Abstract – 2017 Abstract 2017
Document Title Type Year