Mohammad Khalil

发表

Nonlinear filters for chaotic oscillatory systems

A. Sarkar, S. Adhikari, Mohammad Khalil, 2009 .

Independent component analysis for uncertainty representation of stochastic systems

A. Sarkar, Mohammad Khalil, 2008 .

Scalable domain decomposition solvers for stochastic PDEs in high performance computing

A. Sarkar, Mohammad Khalil, D. Poirel, 2017, Computer Methods in Applied Mechanics and Engineering.

Robust Bayesian state and parameter estimation framework for stochastic dynamical systems with combined time-varying and time-invariant parameters

A. Sarkar, Mohammad Khalil, D. Poirel, 2022, ArXiv.

Inference of reaction rate parameters based on summary statistics from experiments

H. Najm, K. Sargsyan, Mohammad Khalil, 2017 .

Bayesian model selection using automatic relevance determination for nonlinear dynamical systems

Dominique Poirel, Chris L. Pettit, Mohammad Khalil, 2017 .

Bayesian inference of nonlinear unsteady aerodynamics from aeroelastic limit cycle oscillations

Dominique Poirel, Abhijit Sarkar, Rimple Sandhu, 2016, J. Comput. Phys..

Aeroelastic oscillations of a pitching flexible wing with structural geometric nonlinearities: Theory and numerical simulation

A. Sarkar, Mohammad Khalil, D. Poirel, 2020 .

Dakota, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis: Version 6.13 User's Manual.

Mohamed S. Ebeida, Jason A. Monschke, B. Adams, 2020 .

The network uncertainty quantification method for propagating uncertainties in component-based systems pdf

Khachik Sargsyan, Kevin Carlberg, Sofia Guzzetti, 2019, ArXiv.

Bayesian analysis of the flutter margin method in aeroelasticity

Dominique Poirel, Mohammad Khalil, Abhijit Sarkar, 2016 .

Transitional Markov Chain Monte Carlo Sampler in UQTk.

Cosmin Safta, Habib N. Najm, Mohammad Khalil, 2020 .

Generalized Transitional Markov Chain Monte Carlo Sampling Technique for Bayesian Inversion

Cosmin Safta, Xuqing Wu, Mohammad Khalil, 2021, 2112.02180.

Modeling Auto-Ignition Transients in Reacting Diesel Jets

Guilhem Lacaze, Joseph C. Oefelein, Habib N. Najm, 2015 .

Bayesian modeling of inconsistent plastic response due to material variability

Francesco Rizzi, Reese E. Jones, Jeremy A. Templeton, 2018, Computer Methods in Applied Mechanics and Engineering.

Dakota, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Uncertainty Quantification, and Sensitivity Analysis: Version 6.16 User's Manual.

Mohamed S. Ebeida, Jason A. Monschke, B. Adams, 2022 .

Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations

Mohammad Khalil, Reese Jones, Wyatt Bridgman, 2023, Probabilistic Engineering Mechanics.

Inference and combination of missing data sets for the determination of H2O2 thermal decomposition rate uncertainty

Habib N. Najm, Mohammad Khalil, Tiernan Casey, 2021 .