A Deep Collocation Method for the Bending Analysis of Kirchhoff Plate

In this paper, a deep collocation method (DCM) for thin plate bending problems is proposed. This method takes advantage of computational graphs and backpropagation algorithms involved in deep learning. Besides, the proposed DCM is based on a feedforward deep neural network (DNN) and differs from mos...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Computers, materials & continua Jg. 59; H. 2; S. 433 - 456
Hauptverfasser:	Guo, Hongwei, Zhuang, Xiaoying, Rabczuk, Timon
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Henderson Tech Science Press 2019
Schlagworte:	Algorithms Artificial neural networks Back propagation Bending Collocation methods Deep learning Initial conditions Machine learning Neural networks Partial differential equations Thin plates
ISSN:	1546-2226, 1546-2218, 1546-2226
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!