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Mohamed Aziz Bhouri
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Year
COVID-19 dynamics across the US: A deep learning study of human mobility and social behavior
MA Bhouri, FS Costabal, H Wang, K Linka, M Peirlinck, E Kuhl, ...
Computer Methods in Applied Mechanics and Engineering 382, 113891, 2021
592021
Bayesian differential programming for robust systems identification under uncertainty
Y Yang, M Aziz Bhouri, P Perdikaris
Proceedings of the Royal Society A 476 (2243), 20200290, 2020
462020
Footstep energy harvesting using heel strike-induced airflow for human activity sensing
H Fu, K Cao, R Xu, MA Bhouri, R Martínez-Botas, SG Kim, EM Yeatman
2016 IEEE 13th International Conference on Wearable and Implantable Body …, 2016
222016
Gaussian processes meet NeuralODEs: a Bayesian framework for learning the dynamics of partially observed systems from scarce and noisy data
MA Bhouri, P Perdikaris
Philosophical Transactions of the Royal Society A 380 (2229), 20210201, 2022
212022
Fast PDE-constrained optimization via self-supervised operator learning
S Wang, MA Bhouri, P Perdikaris
arXiv preprint arXiv:2110.13297, 2021
212021
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation
S Yu, W Hannah, L Peng, J Lin, MA Bhouri, R Gupta, B Lütjens, JC Will, ...
Advances in Neural Information Processing Systems 36, 2024
8*2024
History-Based, Bayesian, Closure for Stochastic Parameterization: Application to Lorenz'96
MA Bhouri, P Gentine
arXiv preprint arXiv:2210.14488, 2022
72022
A Two-Level Parameterized Model-Order Reduction Approach for Time-Domain Elastodynamics
MA Bhouri, AT Patera
Computer Methods in Applied Mechanics and Engineering 385, 2021
62021
Curved beam based model for piston-ring designs in internal combustion engines
MA Bhouri
Massachusetts Institute of Technology, 2017
62017
Curved beam based model for piston-ring designs in internal combustion engines: working engine conditions study
MA Bhouri, T Tian
SAE Technical Paper, 2018
42018
Model-order-reduction approach for structural health monitoring of large deployed structures with localized operational excitations
MA Bhouri
International Design Engineering Technical Conferences and Computers and …, 2021
32021
Scalable Bayesian optimization with randomized prior networks
MA Bhouri, M Joly, R Yu, S Sarkar, P Perdikaris
Computer Methods in Applied Mechanics and Engineering 417 (A), 116428, 2023
2*2023
Multi-fidelity climate model parameterization for better generalization and extrapolation
MA Bhouri, L Peng, MS Pritchard, P Gentine
arXiv preprint arXiv:2309.10231, 2023
22023
A two-step port-reduced reduced-basis component method for time domain elastodynamic pde with application to structural health monitoring
MA Bhouri
Massachusetts Institute of Technology, 2020
22020
Curved beam based model for piston-ring designs in internal combustion engines: closed shape within a flexible band, free-shape and force in circular bore study
MA Bhouri, T Tian
SAE Technical Paper, 2018
22018
Joint Parameter Inference and Parameterization with Quantified Uncertainty Through Differentiable Programming
Y Qu, MA Bhouri, P Gentine
ICLR 2024 Workshop on AI4DifferentialEquations In Science, 2024
1*2024
Memory-based parameterization with differentiable solver: Application to Lorenz’96
MA Bhouri, P Gentine
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (7), 2023
12023
Assessment of ARPEGE-Climat using a neural network convection parameterization based upon data from SPCAM 5
B Balogh, D Saint-Martin, O Geoffroy, MA Bhouri, P Gentine
EGU24, 2024
2024
Learning Machine Learning with Lorenz-96
D Balwada, R Abernathey, S Acharya, A Adcroft, J Brener, V Balaji, ...
Authorea Preprints, 2023
2023
Parameterizing Cloud Microphysics with Machine Learning-Enabled Bayesian Parameter Inference
K Loftus, M van Lier-Walqui, H Morrison, KK Chandrakar, MA Bhouri, ...
AGU23, 2023
2023
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