עקוב אחר
Mohamed Aziz Bhouri
Mohamed Aziz Bhouri
כתובת אימייל מאומתת בדומיין columbia.edu
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
712021
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
512020
Fast PDE-constrained optimization via self-supervised operator learning
S Wang, MA Bhouri, P Perdikaris
arXiv preprint arXiv:2110.13297, 2021
342021
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
282024
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
262022
Footstep energy harvesting using heel strike-induced airflow for human activity sensing
H Fu, K Cao, R Xu, MA Bhouri, R Martinez-Botas, SG Kim, EM Yeatman
2016 IEEE 13th International Conference on Wearable and Implantable Body …, 2016
232016
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators
S Yu, WM Hannah, L Peng, MA Bhouri, R Gupta, J Lin, B Lütjens, JC Will, ...
arXiv preprint arXiv:2306.08754, 2023
132023
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
12*2023
Memory-based parameterization with differentiable solver: Application to Lorenz’96
MA Bhouri, P Gentine
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (7), 2023
10*2023
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
82021
Joint parameter and parameterization inference with uncertainty quantification through differentiable programming
Y Qu, MA Bhouri, P Gentine
arXiv preprint arXiv:2403.02215, 2024
62024
Curved beam based model for piston-ring designs in internal combustion engines: working engine conditions study
MA Bhouri, T Tian
SAE Technical Paper, 2018
62018
Curved beam based model for piston-ring designs in internal combustion engines
MA Bhouri
Massachusetts Institute of Technology, 2017
62017
Multi-fidelity climate model parameterization for better generalization and extrapolation
MA Bhouri, L Peng, MS Pritchard, P Gentine
arXiv preprint arXiv:2309.10231, 2023
42023
Climsim-online: A large multi-scale dataset and framework for hybrid ml-physics climate emulation
S Yu, Z Hu, A Subramaniam, W Hannah, L Peng, J Lin, MA Bhouri, ...
arXiv preprint arXiv:2306.08754, 2023
42023
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
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
Stress-testing the coupled behavior of hybrid physics-machine learning climate simulations on an unseen, warmer climate
J Lin, MA Bhouri, T Beucler, S Yu, M Pritchard
NeurIPS 2023 Workshop on Tackling Climate Change with Machine Learning, 2023
12023
Learning Machine Learning with Lorenz-96
D Balwada, R Abernathey, S Acharya, A Adcroft, J Brener, V Balaji, ...
Journal of Open Source Education 7 (82), 241, 2024
2024
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מאמרים 1–20