Mohamed Aziz Bhouri

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Gaussian Process

Decision Theory

Constrained Optimization

Partially Observed

Top Venues

Publications

Yongquan Qu, Mohamed Aziz Bhouri, Pierre Gentine
Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming. CoRR (2024)
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)
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 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 (2023)
Mohamed Aziz Bhouri, Liran Peng, Michael S. Pritchard, Pierre Gentine
Multi-fidelity climate model parameterization for better generalization and extrapolation. CoRR (2023)
Mohamed Aziz Bhouri, Michael Joly, Robert Yu, Soumalya Sarkar, Paris Perdikaris
Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks. CoRR (2023)
Mohamed Aziz Bhouri, Pierre Gentine
History-Based, Bayesian, Closure for Stochastic Parameterization: Application to Lorenz '96. CoRR (2022)
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 (2021)
Sifan Wang, Mohamed Aziz Bhouri, Paris Perdikaris
Fast PDE-constrained optimization via self-supervised operator learning. CoRR (2021)
Mohamed Aziz Bhouri
A Certified Two-Step Port-Reduced Reduced-Basis Component Method for Wave Equation and Time Domain Elastodynamic PDE. CoRR (2020)
Yibo Yang, Mohamed Aziz Bhouri, Paris Perdikaris
Bayesian differential programming for robust systems identification under uncertainty. CoRR (2020)
Mohamed Aziz Bhouri
Model-Order-Reduction Approach for Structural Health Monitoring of Large Deployed Structures with Localized Operational Excitations. CoRR (2020)
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)