... hidden property that can be recovered with the right usage of data. Both methodologies are based on neural network architecture. Machine learning Inverse analysis Data completion Graph neural networks Model correction Physics-informed neural networks Heat source detection (Chen et...

... 2022 31 05 2022 24 07 2022 © Emerald Publishing Limited 2022 Emerald Publishing Limited Licensed re-use rights only Inverse analysis Multiple parameters identification Elastoplastic problem Complex-variable-differentiation method User-defined element...

...Siqi Dou; Junjie Li; Fei Kang Purpose Parameter identification is an important issue in structural health monitoring and damage identification for concrete dams. The purpose of this paper is to introduce a novel adaptive fireworks algorithm (AFWA) into inverse analysis of parameter identification...

... constraints. Crack identification Crack propagation Finite elements Inverse analysis The majority of constrained non‐linear programming algorithms expect the problem to be in the following standard optimization form (Arora, 1989): (see equation 1) (see equation 2) (see equation 3) (see...