Christian Aristide Nikolai Beck
Christian Aristide Nikolai Beck
Department of Mathematics, ETH Zurich
Verified email at math.ethz.ch
Title
Cited by
Cited by
Year
Solving stochastic differential equations and Kolmogorov equations by means of deep learning
C Beck, S Becker, P Grohs, N Jaafari, A Jentzen
arXiv preprint arXiv:1806.00421, 2018
592018
Machine learning approximation algorithms for high-dimensional fully nonlinear partial differential equations and second-order backward stochastic differential equations
C Beck, E Weinan, A Jentzen
Journal of Nonlinear Science 29 (4), 1563-1619, 2019
532019
Deep splitting method for parabolic PDEs
C Beck, S Becker, P Cheridito, A Jentzen, A Neufeld
arXiv preprint arXiv:1907.03452, 2019
232019
Overcoming the curse of dimensionality in the numerical approximation of Allen–Cahn partial differential equations via truncated full-history recursive multilevel Picard …
C Beck, F Hornung, M Hutzenthaler, A Jentzen, T Kruse
Journal of Numerical Mathematics 1 (ahead-of-print), 2020
142020
Overcoming the curse of dimensionality in the numerical approximation of high-dimensional semilinear elliptic partial differential equations
C Beck, L Gonon, A Jentzen
arXiv preprint arXiv:2003.00596, 2020
122020
On nonlinear Feynman-Kac formulas for viscosity solutions of semilinear parabolic partial differential equations
C Beck, M Hutzenthaler, A Jentzen
arXiv preprint arXiv:2004.03389, 2020
42020
On existence and uniqueness properties for solutions of stochastic fixed point equations
C Beck, L Gonon, M Hutzenthaler, A Jentzen
arXiv preprint arXiv:1908.03382, 2019
42019
Full error analysis for the training of deep neural networks
C Beck, A Jentzen, B Kuckuck
arXiv preprint arXiv:1910.00121, 2019
32019
The system can't perform the operation now. Try again later.
Articles 1–8