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A supervised learning algorithm for interacting topological insulators based on local curvature

Paolo Molignini, Antonio Zegarra, Evert van Nieuwenburg, R. Chitra, Wei Chen

2021Repository for Publications and Research Data (ETH Zurich)17 citationsDOIOpen Access PDF

Abstract

SciPost Journals Publication Detail SciPost Phys. 11, 073 (2021) A supervised learning algorithm for interacting topological insulators based on local curvature

Topics & Concepts

CurvatureTopology (electrical circuits)Brillouin zoneSymmetry (geometry)Artificial neural networkTopological insulatorAlgorithmTopological orderFunction (biology)PhysicsMathematicsComputer scienceArtificial intelligenceQuantumGeometryQuantum mechanicsBiologyEvolutionary biologyCombinatoricsTopological Materials and PhenomenaQuantum many-body systemsAdvanced Condensed Matter Physics