Concepedia

Romit Maulik

RM

Statistics

Publications

46

Citations

2.3K

H-Index

26

Active since

2015

Affiliations

Argonne National Laboratory(Current)

Oklahoma State University

Pennsylvania State University

National University of Singapore

Carnegie Mellon University

Romit Maulik is an author at Argonne National Laboratory specializing in machine learning, computational fluid dynamics, and computing.

Publications per year

2015–2025

46

Publications

46

Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders

Romit Maulik, Bethany Lusch, Prasanna Balaprakash · Physics of Fluids · 2021 · 289 citations · Full text

Natural Sciences, Mathematics, Physics +17

An artificial neural network framework for reduced order modeling of transient flows

Omer San, Romit Maulik, Mansoor Ahmed · Communications in Nonlinear Science and Numerical Simulation · 2019 · 162 citations · Full text

Engineering, Computational Engineering, Computational Fluid Dynamics +15

Neural network closures for nonlinear model order reduction

Omer San, Romit Maulik · Advances in Computational Mathematics · 2018 · 153 citations

Computing, Computer Science, Mathematics +13

Probabilistic neural networks for fluid flow surrogate modeling and data recovery

Romit Maulik, Kai Fukami, Nesar Ramachandra et al. · Physical Review Fluids · 2020 · 148 citations · Full text

Computing, Computational Engineering, Computer Science +16

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 · 126 citations · Full text

Engineering, Mathematics, Dynamical Systems +15

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