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ORCIDMohamed Aziz Bhouri
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2020 – today
- 2024
[i10]Yongquan Qu, Mohamed Aziz Bhouri, Pierre Gentine:
Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming. CoRR abs/2403.02215 (2024)- 2023
- [c2]Sungduk Yu, Walter M. Hannah, Liran Peng, Jerry Lin, Mohamed Aziz Bhouri, Ritwik Gupta, Björn Lütjens, Justus C. Will, Gunnar Behrens, Julius Busecke, Nora Loose, Charles Stern, Tom Beucler, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Animashree Anandkumar, Noah D. Brenowitz, Veronika Eyring, Nicholas Geneva, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Akshay Subramaniam, Carl Vondrick, Rose Yu, Laure Zanna, Tian Zheng, Ryan Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Christopher S. Bretherton, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Mark Taylor, Nathan M. Urban, Janni Yuval, Guang Zhang, Mike Pritchard:
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. NeurIPS 2023 - [i9]Mohamed Aziz Bhouri, Michael Joly, Robert Yu, Soumalya Sarkar, Paris Perdikaris:
Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks. CoRR abs/2302.07260 (2023) - [i8]Sungduk Yu, Walter M. Hannah, Liran Peng, Mohamed Aziz Bhouri, Ritwik Gupta, Jerry Lin, Björn Lütjens, Justus C. Will, Tom Beucler
, Bryce E. Harrop, Benjamin R. Hillman, Andrea M. Jenney, Savannah L. Ferretti, Nana Liu, Anima Anandkumar, Noah D. Brenowitz, Veronika Eyring, Pierre Gentine, Stephan Mandt, Jaideep Pathak, Carl Vondrick, Rose Yu, Laure Zanna, Ryan P. Abernathey, Fiaz Ahmed, David C. Bader, Pierre Baldi, Elizabeth A. Barnes, Gunnar Behrens, Christopher S. Bretherton, Julius J. M. Busecke, Peter M. Caldwell, Wayne Chuang, Yilun Han, Yu Huang, Fernando Iglesias-Suarez, Sanket R. Jantre, Karthik Kashinath, Marat Khairoutdinov, Thorsten Kurth, Nicholas J. Lutsko, Po-Lun Ma, Griffin Mooers, J. David Neelin, David A. Randall, Sara Shamekh, Akshay Subramaniam, Mark A. Taylor, et al.:
ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators. CoRR abs/2306.08754 (2023) - [i7]Mohamed Aziz Bhouri, Liran Peng, Michael S. Pritchard, Pierre Gentine:
Multi-fidelity climate model parameterization for better generalization and extrapolation. CoRR abs/2309.10231 (2023) - 2022
- [i6]Mohamed Aziz Bhouri, Pierre Gentine:
History-Based, Bayesian, Closure for Stochastic Parameterization: Application to Lorenz '96. CoRR abs/2210.14488 (2022) - 2021
- [i5]Mohamed Aziz Bhouri, Paris Perdikaris:
Gaussian processes meet NeuralODEs: A Bayesian framework for learning the dynamics of partially observed systems from scarce and noisy data. CoRR abs/2103.03385 (2021) - [i4]Sifan Wang, Mohamed Aziz Bhouri, Paris Perdikaris:
Fast PDE-constrained optimization via self-supervised operator learning. CoRR abs/2110.13297 (2021) - 2020
- [i3]Mohamed Aziz Bhouri:
A Certified Two-Step Port-Reduced Reduced-Basis Component Method for Wave Equation and Time Domain Elastodynamic PDE. CoRR abs/2002.11084 (2020) - [i2]Yibo Yang, Mohamed Aziz Bhouri, Paris Perdikaris:
Bayesian differential programming for robust systems identification under uncertainty. CoRR abs/2004.06843 (2020) - [i1]Mohamed Aziz Bhouri:
Model-Order-Reduction Approach for Structural Health Monitoring of Large Deployed Structures with Localized Operational Excitations. CoRR abs/2012.08462 (2020)
2010 – 2019
- 2016
- [c1]Hailing Fu, Kun Cao, Ruize Xu, Mohamed Aziz Bhouri, Ricardo Martinez-Botas, Sang-Gook Kim, Eric M. Yeatman:
Footstep energy harvesting using heel strike-induced airflow for human activity sensing. BSN 2016: 124-129
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