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An overview on deep learning-based approximation methods for partial differential equations Beck C, Hutzenthaler M, Jentzen A, Kuckuck B (2023) In: Discrete and Continuous Dynamical Systems - Series B, 28(6). Research article (journal)
Full error analysis for the training of deep neural networks Beck C, Jentzen A, Kuckuck B (2022) In: Infinite Dimensional Analysis, Quantum Probability and Related Topics, 25(2), 2150020. Research article (journal)
An efficient Monte Carlo scheme for Zakai equations Beck, C.; Becker, S.; Cheridito, P.; Jentzen, A.; Neufeld, A. (2022) In: arXiv.org:2210.13530. Research article in digital collection
On nonlinear Feynman-Kac formulas for viscosity solutions of semilinear parabolic partial differential equations Beck C, Hutzenthaler M, Jentzen A (2021) In: Stochastics and Dynamics, 21(8). Research article (journal)
Solving the Kolmogorov PDE by means of deep learning Beck C, Becker S, Grohs P, Jaafari N, Jentzen A (2021) In: Journal of Scientific Computing, 88(3). Research article (journal)