Statistical solution to SDEs with $$\alpha $$-stable Lévy noise via deep neural network

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

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Approximation by superpositions of a sigmoidal function

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Algorithm 778: L-BFGS-B

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Solving high-dimensional partial differential equations using deep learning

Jiequn Han, Arnulf Jentzen, E Weinan · Proceedings of the National Academy of Sciences · 2018 · 1.7K citations · Full text

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Chaos, fractional kinetics, and anomalous transport

G. M. Zaslavsky · Physics Reports · 2002 · 1.6K citations

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