Analytical derivatives of neural networks

DOI10.1016/J.CPC.2021.108169arXiv2105.02737OpenAlexW3159151045MaRDI QIDQ6162825

Simone Rodini

Publication date: 16 June 2023

Published in: Computer Physics Communications (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2105.02737

zbMATH Keywords

deep neural networksPINNvariational neural network

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Cites Work

• The Deep Ritz Method: a deep learning-based numerical algorithm for solving variational problems
• DGM: a deep learning algorithm for solving partial differential equations
• Neural algorithm for solving differential equations
• Modern Quantum Mechanics
• Approximation by superpositions of a sigmoidal function
• Numerical solution of the Schrödinger equation by neural network and genetic algorithm

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