An overview on deep learning-based approximation methods for partial differential equations

Beck C, Hutzenthaler M, Jentzen A, Kuckuck B

Research article (journal) | Peer reviewed

Details about the publication

JournalDiscrete and Continuous Dynamical Systems - Series B
Volume28
Issue6
Page range3697-3746
StatusPublished
Release year2023
Language in which the publication is writtenEnglish
DOI10.3934/dcdsb.2022238
Link to the full texthttps://www.aimsciences.org//article/doi/10.3934/dcdsb.2022238
Keywordspartial differential equations; PDEs; deep learning; artificial neural networks; approximation methods

Authors from the University of Münster

Beck, Christian
Professorship for applied mathematics (Prof. Jentzen)
Jentzen, Arnulf
Institute for Analysis and Numerics
Kuckuck, Benno
Mathematical Institute