303 citations · 1.2k 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…
Electric field-tunable layer polarization in graphene/boron nitride twisted quadrilayer superlattices
Ziyan Zhu, Stephen Carr, Qiong Ma +1
The recently observed unconventional ferroelectricity in AB bilayer graphene sandwiched by hexagonal Boron Nitride (hBN) presents a new platform to manipulate correlated phases in…
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…
Hydrogen Atoms on Zigzag Graphene Nanoribbons: Chemistry and Magnetism Meet at the Edge
Michele Pizzochero, Efthimios Kaxiras
Although the unconventional -magnetism at the zigzag edges of graphene holds promise for a wide array of applications, whether and to what degree it plays a role in their chemis…