| 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 | 70 | 2021 |
| 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 | 51 | 2020 |
| Fast PDE-constrained optimization via self-supervised operator learning S Wang, MA Bhouri, P Perdikaris arXiv preprint arXiv:2110.13297, 2021 | 33 | 2021 |
| 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 | 26 | 2022 |
| 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 | 25 | 2024 |
| 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 | 22 | 2016 |
| 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 | 13 | 2023 |
| 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 | 8 | 2021 |
| Curved beam based model for piston-ring designs in internal combustion engines: working engine conditions study MA Bhouri, T Tian SAE Technical Paper, 2018 | 6 | 2018 |
| Curved beam based model for piston-ring designs in internal combustion engines MA Bhouri Massachusetts Institute of Technology, 2017 | 6 | 2017 |
| Joint parameter and parameterization inference with uncertainty quantification through differentiable programming Y Qu, MA Bhouri, P Gentine arXiv preprint arXiv:2403.02215, 2024 | 4 | 2024 |
| 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, 2024 | 4 | 2024 |
| Multi-fidelity climate model parameterization for better generalization and extrapolation MA Bhouri, L Peng, MS Pritchard, P Gentine arXiv preprint arXiv:2309.10231, 2023 | 3 | 2023 |
| 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 | 3 | 2021 |
| 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 | 2 | 2020 |
| 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 | 2 | 2018 |
| 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 | 1 | 2023 |
| 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 |
Paris PerdikarisUniversity of Pennsylvania確認したメール アドレス: seas.upenn.edu
