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Journal Articles
- 2021
[j2]Rimple Sandhu
, Mohammad Khalil, Chris L. Pettit, Dominique Poirel, Abhijit Sarkar:
Nonlinear sparse Bayesian learning for physics-based models. J. Comput. Phys. 426: 109728 (2021)- 2016
- [j1]Rimple Sandhu, Dominique Poirel, Chris L. Pettit, Mohammad Khalil, Abhijit Sarkar:
Bayesian inference of nonlinear unsteady aerodynamics from aeroelastic limit cycle oscillations. J. Comput. Phys. 316: 534-557 (2016)
Informal and Other Publications
- 2023
- [i7]Nastaran Dabiran, Brandon Robinson, Rimple Sandhu, Mohammad Khalil, Chris L. Pettit, Dominique Poirel, Abhijit Sarkar:
Exploring hierarchical framework of nonlinear sparse Bayesian learning algorithm through numerical investigations. CoRR abs/2310.14749 (2023) - [i6]Nastaran Dabiran, Brandon Robinson, Rimple Sandhu, Mohammad Khalil, Dominique Poirel, Abhijit Sarkar:
Sparse Bayesian neural networks for regression: Tackling overfitting and computational challenges in uncertainty quantification. CoRR abs/2310.15614 (2023) - [i5]Brandon Robinson, Philippe Bisaillon, Jodi D. Edwards, Tetyana Kendzerska, Mohammad Khalil, Dominique Poirel, Abhijit Sarkar:
A Bayesian model calibration framework for stochastic compartmental models with both time-varying and time-invariant parameters. CoRR abs/2310.16169 (2023) - 2022
- [i4]Ajit Desai, Mohammad Khalil, Chris L. Pettit, Dominique Poirel, Abhijit Sarkar:
Domain Decomposition of Stochastic PDEs: Development of Probabilistic Wirebasket-based Two-level Preconditioners. CoRR abs/2208.10713 (2022) - [i3]Philippe Bisaillon, Brandon Robinson, Mohammad Khalil, Chris L. Pettit, Dominique Poirel, Abhijit Sarkar:
Robust Bayesian state and parameter estimation framework for stochastic dynamical systems with combined time-varying and time-invariant parameters. CoRR abs/2210.08730 (2022) - [i2]Rimple Sandhu, Brandon Robinson, Mohammad Khalil, Chris L. Pettit, Dominique Poirel, Abhijit Sarkar:
Encoding nonlinear and unsteady aerodynamics of limit cycle oscillations using nonlinear sparse Bayesian learning. CoRR abs/2210.11476 (2022) - [i1]Sandip Chajjed, Mohammad Khalil, Dominique Poirel, Chris L. Pettit, Abhijit Sarkar:
Probabilistic Prediction of Coalescence Flutter Using Measurements: Application to the Flutter Margin Method. CoRR abs/2210.15667 (2022)
Coauthor Index
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