Rambod Mojgani

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 7

Top Topics

Dimensionality Reduction

Robust Principal Component Analysis

Sparse Regression

Top Venues

Publications

Karan Jakhar, Yifei Guan, Rambod Mojgani, Ashesh Chattopadhyay, Pedram Hassanzadeh, Laura Zanna
Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges. CoRR (2023)
Rambod Mojgani, Daniel Wälchli, Yifei Guan, Petros Koumoutsakos, Pedram Hassanzadeh
Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence. CoRR (2023)
Rambod Mojgani, Maciej Balajewicz, Pedram Hassanzadeh
Lagrangian PINNs: A causality-conforming solution to failure modes of physics-informed neural networks. CoRR (2022)
Rambod Mojgani, Ashesh Chattopadhyay, Pedram Hassanzadeh
Closed-form discovery of structural errors in models of chaotic systems by integrating Bayesian sparse regression and data assimilation. CoRR (2021)
Rambod Mojgani, Maciej Balajewicz
Low-Rank Registration Based Manifolds for Convection-Dominated PDEs. AAAI (2021)
Rambod Mojgani, Maciej Balajewicz
Physics-aware registration based auto-encoder for convection dominated PDEs. CoRR (2020)
Rambod Mojgani, Maciej Balajewicz
Lagrangian basis method for dimensionality reduction of convection dominated nonlinear flows. CoRR (2017)