10 citations · 10 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 10 cited
CoPhy-PGNN: Learning Physics-guided Neural Networks with Competing Loss Functions for Solving Eigenvalue Problems
Mohannad Elhamod, Jie Bu, Christopher Singh +5
Physics-guided Neural Networks (PGNNs) represent an emerging class of neural networks that are trained using physics-guided (PG) loss functions (capturing violations in network out…
cond-mat.str-el2016
Resonant Plasmon-Axion Excitations Induced by Charge Density Wave Order in Weyl Semimetal
Matthew D. Redell, Shantanu Mukherjee, Wei-Cheng Lee
We investigate the charge excitations of a Weyl semimetal in the axionic charge density wave (axionic CDW) state. While it has been shown that the topological response (anomalous H…