Tang, H. S.; Li, L.; Grossberg, M.; Liu, Y. J.; Jia, Y. M.; Li, S. S.; Dong, W. B. An exploratory study on machine learning to couple numerical solutions of partial differential equations. (English) Zbl 1462.65217 Commun. Nonlinear Sci. Numer. Simul. 97, Article ID 105729, 11 p. (2021). Reviewer: Chandrasekhar Salimath (Bengaluru) MSC: 65N55 65N06 68T07 35J05 35K20 PDF BibTeX XML Cite \textit{H. S. Tang} et al., Commun. Nonlinear Sci. Numer. Simul. 97, Article ID 105729, 11 p. (2021; Zbl 1462.65217) Full Text: DOI arXiv OpenURL
Beck, Christian; E, Weinan; Jentzen, Arnulf Machine learning approximation algorithms for high-dimensional fully nonlinear partial differential equations and second-order backward stochastic differential equations. (English) Zbl 1442.91116 J. Nonlinear Sci. 29, No. 4, 1563-1619 (2019). MSC: 91G60 65M75 91G20 60H15 35Q91 PDF BibTeX XML Cite \textit{C. Beck} et al., J. Nonlinear Sci. 29, No. 4, 1563--1619 (2019; Zbl 1442.91116) Full Text: DOI arXiv OpenURL