Rambod Mojgani

According to our database, Rambod Mojgani authored at least 7 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence.

Rambod Mojgani, Daniel Wälchli, Yifei Guan, Petros Koumoutsakos, Pedram Hassanzadeh

CoRR, 2023

Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges.

Karan Jakhar, Yifei Guan, Rambod Mojgani, Ashesh Chattopadhyay, Pedram Hassanzadeh, Laura Zanna

CoRR, 2023

2022

Lagrangian PINNs: A causality-conforming solution to failure modes of physics-informed neural networks.

Rambod Mojgani, Maciej Balajewicz, Pedram Hassanzadeh

CoRR, 2022

2021

Closed-form discovery of structural errors in models of chaotic systems by integrating Bayesian sparse regression and data assimilation.

Rambod Mojgani, Ashesh Chattopadhyay, Pedram Hassanzadeh

CoRR, 2021

Low-Rank Registration Based Manifolds for Convection-Dominated PDEs.

Rambod Mojgani, Maciej Balajewicz

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Physics-aware registration based auto-encoder for convection dominated PDEs.

Rambod Mojgani, Maciej Balajewicz

CoRR, 2020

2017

Lagrangian basis method for dimensionality reduction of convection dominated nonlinear flows.

Rambod Mojgani, Maciej Balajewicz

CoRR, 2017