Catalogue of Flat-Band Stoichiometric Materials
Nicolas Regnault, Yuanfeng Xu, Ming-Rui Li, Da-Shuai Ma, Milena, Jovanovic, Ali Yazdani, Stuart S. P. Parkin, Claudia Felser, Leslie M., Schoop, N. Phuan Ong, Robert J. Cava, Luis Elcoro, Zhi-Da Song, B. Andrei, Bernevig

TL;DR
This paper presents a comprehensive catalogue of 55,206 naturally occurring three-dimensional stoichiometric materials with flat bands near the Fermi level, facilitating future research into unconventional superconductivity and correlated states.
Contribution
It introduces the Materials Flatband Database, identifying 2,379 candidate materials with potential flat bands and providing a theoretical explanation for their origin using a novel $S$-matrix method.
Findings
Identified 345 promising flat-band candidates.
Created a searchable database for flat-band materials.
Provided theoretical insights into flat-band origins.
Abstract
Topological electronic flatten bands near or at the Fermi level are a promising avenue towards unconventional superconductivity and correlated insulating states. However, the related experiments are mostly limited to the engineered materials, such as moire systems. Here we present a catalogue of all the three-dimensional stoichiometric materials with flat bands around the Fermi level that exist in nature. We consider 55,206 materials from the Inorganic Crystal Structure Database catalogued using the Topological Quantum Chemistry website which provides their structural parameters, space group (SG), band structure, density of states and topological characterization. We combine several direct signatures and properties of band flatness to a high-throughput analysis of all crystal structures. In particular, we identify materials hosting line-graph or bipartite sublattices - either in two or…
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