Volume 22, Issue 8

Search all Journal of Zhejiang University-SCIENCE A articles

August 2021

Special Issue (Part II) on Machine Learning Based Solutions of Partial Differential Equations (Guest Editors-in-Chief: Timon RABCZUK, Xiaoying ZHUANG)

6 articles in this issue

Micro-mechanical damage diagnosis methodologies based on machine learning and deep learning models
Shahab Shamsirband
Nabi Mehri Khansari
Review 27 August 2021 Pages: 585 - 608
A deep neural network-based algorithm for solving structural optimization
Dung Nguyen Kien
Xiaoying Zhuang
Articles 27 August 2021 Pages: 609 - 620
Physics-informed neural networks for estimating stress transfer mechanics in single lap joints
Shivam Sharma
Rajneesh Awasthi
Pattabhi Ramaiah Budarapu
Articles 27 August 2021 Pages: 621 - 631
Surrogate models for the prediction of damage in reinforced concrete tunnels under internal water pressure
Alireza Bigdeli
Aydin Shishegaran
Gholamreza Alizadeh
Articles 27 August 2021 Pages: 632 - 656
Crack identification in functionally graded material framed structures using stationary wavelet transform and neural network
Nguyen Tien Khiem
Tran Van Lien
Ngo Trong Duc
Articles 27 August 2021 Pages: 657 - 671
Deep learning-based signal processing for evaluating energy dispersal in bridge structures
Nhi Ngo-Kieu
Thao Nguyen-Da
Hung Nguyen-Xuan
Correspondence 27 August 2021 Pages: 672 - 680

Volume 22, Issue 8

Micro-mechanical damage diagnosis methodologies based on machine learning and deep learning models

A deep neural network-based algorithm for solving structural optimization

Physics-informed neural networks for estimating stress transfer mechanics in single lap joints

Surrogate models for the prediction of damage in reinforced concrete tunnels under internal water pressure

Crack identification in functionally graded material framed structures using stationary wavelet transform and neural network

Deep learning-based signal processing for evaluating energy dispersal in bridge structures

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