3 papers
cond-mat.mtrl-sci2026
Symmetry Guided Band-Gap Opening via Periodic Topological Defects in Graphene
D. N. Garzon, Leonel Cabrera-Loor, Jacopo Gliozzi +3
Graphene lacks an intrinsic band-gap, which limits its use in electronic applications. Here we demonstrate that periodic arrays of topological defects can open and control a band-g…
cond-mat.mtrl-sci2025
Kolmogorov-Arnold Networks in Thermoelectric Materials Design
Marco Fronzi, Michael J. Ford, Kamal Singh Nayal +2
The discovery of high-performance thermoelectric materials requires models that are both accurate and interpretable. Traditional machine learning approaches, while effective at pro…
cond-mat.mtrl-sci2017
Machine learning the band gap properties of kesterite I-II-IV-V quaternary compounds for photovoltaics applications
L. Weston, C. Stampfl
Kesterite I-II-IV-V semiconductors are promising solar absorbers for photovoltaics applications. The band gap and it's character, either direct or indirect, are fundamental…