261 citations · 1k across the 32 of their papers we have counts for
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First principles physics-informed neural network for quantum wavefunctions and eigenvalue surfaces
Marios Mattheakis, Gabriel R. Schleder, Daniel T. Larson +1
Physics-informed neural networks have been widely applied to learn general parametric solutions of differential equations. Here, we propose a neural network to discover parametric…
Low-energy moiré phonons in twisted bilayer van der Waals heterostructures
Jonathan Z. Lu, Ziyan Zhu, Mattia Angeli +2
We develop a low-energy continuum model for phonons in twisted moiré bilayers, based on a configuration-space approach. In this approach, interatomic force constants are obtained f…
Outstanding thermoelectric performance predicted for out-of-plane p-doped GeSe
Anderson S. Chaves, Daniel T. Larson, Efthimios Kaxiras +1
The record-breaking thermoelectric performance of tin selenide (SnSe) has motivated the investigation of analogue compounds with the same structure. A promising candidate that emer…