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Picture for Romit Maulik

Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning


Jan 03, 2021
Kai Fukami, Romit Maulik, Nesar Ramachandra, Koji Fukagata, Kunihiko Taira


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Deploying deep learning in OpenFOAM with TensorFlow


Dec 01, 2020
Romit Maulik, Himanshu Sharma, Saumil Patel, Bethany Lusch, Elise Jennings


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Meta-modeling strategy for data-driven forecasting


Nov 14, 2020
Dominic J. Skinner, Romit Maulik

* 7 pages, 5 figures. Accepted for Tackling Climate Change with Machine Learning workshop at NeurIPS 2020 

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Latent-space time evolution of non-intrusive reduced-order models using Gaussian process emulation


Jul 23, 2020
Romit Maulik, Themistoklis Botsas, Nesar Ramachandra, Lachlan Robert Mason, Indranil Pan


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Using recurrent neural networks for nonlinear component computation in advection-dominated reduced-order models


Nov 01, 2019
Romit Maulik, Vishwas Rao, Sandeep Madireddy, Bethany Lusch, Prasanna Balaprakash


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