%0 Journal Article %T Deep neural networks for waves assisted by the WienerHopf method %A Xun Huang %J - %D 2020 %R 10.1098/rspa.2019.0846 %X In this work, the classical WienerHopf method is incorporated into the emerging deep neural networks for the study of certain wave problems. The essential idea is to use the first-principle-based a.. %U https://royalsocietypublishing.org/doi/10.1098/rspa.2019.0846