With the informatization of the building and infrastructure industry, conventional analysis
methods are gradually proving inadequate in meeting the demands of the new era, such as …

Hysteresis is a natural phenomenon that widely exists in structural and mechanical systems.
The characteristics of structural hysteretic behaviors are complicated. Therefore, numerous …

For solving the computational solid mechanics problems, despite significant advances have
been achieved through the numerical discretization of partial differential equations (PDEs) …

In this article, machine learning is used to predict lifetime under isothermal low-cycle fatigue
and thermo-mechanical fatigue loading, both of which represent the most complex loadings …

A challenge in the constitutive modeling of time dependent, non-linear solids is the
identification of potentially large numbers of material parameters. Here we present an …

In this work we present a hybrid physics-based and data-driven learning approach to
construct surrogate models for concurrent multiscale simulations of complex material …

Elastoplastic modeling is essential for accurately predicting material behavior in various
engineering applications. However, existing approaches to developing intelligent models for …

In modern manufacturing, micro-milling technology plays an essential role in manufacturing
high-precision and complex micro-size parts. Exploring the changing rule of time-varying …

Damage tolerance design approach such as the fatigue crack propagation approach
provides a more realistic solution for fatigue problems in concrete to overcome the …

During the last few decades, industries such as aerospace and wind energy (among others)
have been remarkably influenced by the introduction of high-performance composites. One …