Deep learning Gauss-Manin connections

DOI10.1007/s00006-022-01207-1zbMath1487.14128arXiv2007.13786OpenAlexW4213284108WikidataQ114232361 ScholiaQ114232361MaRDI QIDQ2113261

Avinash Kulkarni, Kathryn Heal, Emre Can Sertöz

Publication date: 11 March 2022

Published in: Advances in Applied Clifford Algebras (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2007.13786

zbMATH Keywords

connectionsmachine-learningneural-networks

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Computational aspects of algebraic surfaces (14Q10) Period matrices, variation of Hodge structure; degenerations (32G20) Variation of Hodge structures (algebro-geometric aspects) (14D07) Picard groups (14C22)

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Uses Software

• Magma
• SageMath
• DGM

Cites Work

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