5 citations · 13 across the 5 of their papers we have counts for
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cs.LG2020★ 4 cited
Learning Recurrent Neural Net Models of Nonlinear Systems
Joshua Hanson, Maxim Raginsky, Eduardo Sontag
We consider the following learning problem: Given sample pairs of input and output signals generated by an unknown nonlinear system (which is not assumed to be causal or time-invar…
physics.comp-ph2020
Learning Compact Physics-Aware Delayed Photocurrent Models Using Dynamic Mode Decomposition
Joshua Hanson, Pavel Bochev, Biliana Paskaleva
Radiation-induced photocurrent in semiconductor devices can be simulated using complex physics-based models, which are accurate, but computationally expensive. This presents a chal…