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Priyabrata Saha

Unraveled Multilevel Transformation Networks for Predicting Sparsely-Observed Spatiotemporal Dynamics

Mar 16, 2022
Priyabrata Saha, Saibal Mukhopadhyay

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* 16 pages, 7 figures. This manuscript has been accepted for publication in Philosophical Transactions of the Royal Society A

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A Deep Learning-based Collocation Method for Modeling Unknown PDEs from Sparse Observation

Nov 30, 2020
Priyabrata Saha, Saibal Mukhopadhyay

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* 14 pages, 6 figures

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Neural Identification for Control

Oct 20, 2020
Priyabrata Saha, Magnus Egerstedt, Saibal Mukhopadhyay

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* 7 pages, 7 figures

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MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network

Mar 03, 2020
Priyabrata Saha, Arslan Ali, Burhan A. Mudassar, Yun Long, Saibal Mukhopadhyay

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* Accepted manuscript by ICRA 2020

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