Footstep energy harvesting using heel strike-induced airflow for human activity sensing. - Hailing Fu; Kun Cao; Ruize Xu; Mohamed Aziz Bhouri; Ricardo Martinez-Botas; Sang-Gook Kim; Eric M. Yeatman (BSN, 2016)

A Certified Two-Step Port-Reduced Reduced-Basis Component Method for Wave Equation and Time Domain Elastodynamic PDE. - Mohamed Aziz Bhouri (CoRR, 2020)

Bayesian differential programming for robust systems identification under uncertainty. - Yibo Yang; Mohamed Aziz Bhouri; Paris Perdikaris (CoRR, 2020)

Model-Order-Reduction Approach for Structural Health Monitoring of Large Deployed Structures with Localized Operational Excitations. - Mohamed Aziz Bhouri (CoRR, 2020)

Gaussian processes meet NeuralODEs: A Bayesian framework for learning the dynamics of partially observed systems from scarce and noisy data. - Mohamed Aziz Bhouri; Paris Perdikaris (CoRR, 2021)

Fast PDE-constrained optimization via self-supervised operator learning. - Sifan Wang; Mohamed Aziz Bhouri; Paris Perdikaris (CoRR, 2021)

History-Based, Bayesian, Closure for Stochastic Parameterization: Application to Lorenz '96. - Mohamed Aziz Bhouri; Pierre Gentine (CoRR, 2022)

ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation. - 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; et al. (NeurIPS, 2023)

Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks. - Mohamed Aziz Bhouri; Michael Joly; Robert Yu; Soumalya Sarkar; Paris Perdikaris (CoRR, 2023)

ClimSim: An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators. - 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; et al. (CoRR, 2023)

Multi-fidelity climate model parameterization for better generalization and extrapolation. - Mohamed Aziz Bhouri; Liran Peng; Michael S. Pritchard; Pierre Gentine (CoRR, 2023)

Joint Parameter and Parameterization Inference with Uncertainty Quantification through Differentiable Programming. - Yongquan Qu; Mohamed Aziz Bhouri; Pierre Gentine (CoRR, 2024)