2 papers
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…
cs.LG2019
Universal Approximation of Input-Output Maps by Temporal Convolutional Nets
Joshua Hanson, Maxim Raginsky
There has been a recent shift in sequence-to-sequence modeling from recurrent network architectures to convolutional network architectures due to computational advantages in traini…