Concepedia

Romit Maulik

RM

43

Publications

2.2K

Citations

25

H-Index

2015

Active since

Affiliations

Argonne National Laboratory(Current)

Oklahoma State University

National University of Singapore

Pennsylvania State University

Carnegie Mellon University

Romit Maulik is an author at Argonne National Laboratory specializing in engineering, machine learning, and data science.

Top concepts

EngineeringMachine LearningData ScienceNumerical SimulationTurbulence ModelingTurbulenceComputer ScienceNumerical AnalysisModeling And SimulationFluid Dynamics

Publications per year

2015–2025

43

Publications

43

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

Romit Maulik, Bethany Lusch, Prasanna Balaprakash · Physics of Fluids · 2021 · 273 citations · Full text

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 · 157 citations · Full text

Numerical Analysis, Nonlinear System Identification, Reduced Order Modeling +8

Neural network closures for nonlinear model order reduction

Omer San, Romit Maulik · Advances in Computational Mathematics · 2018 · 147 citations

Model Optimization, Nonlinear System Identification, Reduced Order Modeling +3

Probabilistic neural networks for fluid flow surrogate modeling and data recovery

Romit Maulik, Kai Fukami, Nesar Ramachandra et al. · Physical Review Fluids · 2020 · 141 citations · Full text

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

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