Machine-learned Calabi-Yau metrics and curvature

DOI10.4310/ATMP.2023.V27.N4.A3zbMATH Open1548.53009MaRDI QIDQ6572091

Justin T. Tan, T. Hübsch, Giorgi Butbaia, Per Berglund, Challenger Mishra, Damián Kaloni Mayorga Peña, Vishnu Jejjala

Publication date: 15 July 2024

Published in: Advances in Theoretical and Mathematical Physics (Search for Journal in Brave)

zbMATH Keywords

neural networkspersistent homologyCalabi-Yau metrics

Mathematics Subject Classification ID

Persistent homology and applications, topological data analysis (55N31) Learning and adaptive systems in artificial intelligence (68T05) Global differential geometry of Hermitian and Kählerian manifolds (53C55) Calabi-Yau manifolds (algebro-geometric aspects) (14J32) Computational methods for problems pertaining to differential geometry (53-08)

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