Arvind Mohan

A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks

Arvind Mohan, Datta V. Gaitonde · arXiv (Cornell University) · 2018 · 131 citations · Full text

Reduced Order Modeling, Engineering, Machine Learning +15

Time-series learning of latent-space dynamics for reduced-order model closure

Romit Maulik, Arvind Mohan, Bethany Lusch et al. · Physica D Nonlinear Phenomena · 2020 · 124 citations · Full text

Latent Modeling, Time-series Learning, Nonlinear Time Series

Development of the Senseiver for efficient field reconstruction from sparse observations

Javier E. Santos, Zachary Fox, Arvind Mohan et al. · Nature Machine Intelligence · 2023 · 60 citations · Full text

Structured Prediction, Image Reconstruction, Engineering +25

Compressed Convolutional LSTM: An Efficient Deep Learning framework to Model High Fidelity 3D Turbulence

Arvind Mohan, Don Daniel, Michael Chertkov et al. · arXiv (Cornell University) · 2019 · 59 citations · Full text

Aeroacoustics, Training Methodology, Convolutional Lstm +15

Nuclear masses learned from a probabilistic neural network

A. E. Lovell, Arvind Mohan, T. M. Sprouse et al. · Physical review. C · 2022 · 56 citations · Full text