20 citations · 50 across the 24 of their papers we have counts for
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cs.LG2018
Virtual Battery Parameter Identification using Transfer Learning based Stacked Autoencoder
Indrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu
Recent studies have shown that the aggregated dynamic flexibility of an ensemble of thermostatic loads can be modeled in the form of a virtual battery. The existing methods for com…
cs.LG2017★ 20 cited
Learning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems
Enoch Yeung, Soumya Kundu, Nathan Hodas
The Koopman operator has recently garnered much attention for its value in dynamical systems analysis and data-driven model discovery. However, its application has been hindered by…