1.5k citations · 3.4k across the 43 of their papers we have counts for
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math.NA2017★ 5 cited
A Unified Framework for Multiscale Modeling using the Mori-Zwanzig Formalism and the Variational Multiscale Method
Eric J. Parish, Karthik Duraisamy
We describe a paradigm for multiscale modeling that combines the Mori-Zwanzig (MZ) formalism of Statistical Mechanics with the Variational Multiscale (VMS) method. The MZ-VMS appro…
cs.DC2017★ 79 cited
On-Chip Communication Network for Efficient Training of Deep Convolutional Networks on Heterogeneous Manycore Systems
Wonje Choi, Karthi Duraisamy, Ryan Gary Kim +4
Convolutional Neural Networks (CNNs) have shown a great deal of success in diverse application domains including computer vision, speech recognition, and natural language processin…