非线性行为分析是探究土木工程结构在极端环境荷载作用下的灾变机理和薄弱部位,
预测结构极限承载能力的有效手段, 在结构设计与性能评价方面已变得必不可少, 高效, 稳定 …

We present the software design of Gridap, a novel finite element library written exclusively in
the Julia programming language, which is being used by several research groups world …

Image-based physics simulations in heterogeneous media at a microscopic scale are a
growing trend in various fields within and around Scientific Computing. We consider the …

In this study, we propose a novel deep learning model named as the Finite-element-
informed neural network (FEI-NN), inspired from finite element method (FEM) for parametric …

Hot cracking is a major challenge in the additive manufacturing of Ni-base superalloys. Most
cracking indicators only consider the alloy composition and its effects on solidification …

In this paper, an efficient image-based simulation toolkit for material characterization is
presented, which is scalable to work from personal computers to workstations. The effective …

In recent years, matrix‐free conjugate gradient (CG) solvers with graphics processing unit
(GPU) acceleration have been effectively used to reduce the execution timings of finite …

In the present work, we present a 2D pixel-based Finite Element strategy to simulate the
elastic wave propagation in heterogeneous media. An assembly-free approach is employed …

Elastoplasticity is observed in a wide range of materials like metals that have real-world
applications. The design and optimization process of such materials depends strongly on …

The emergence of low-cost perception sensors and the abundance of inexpensive machine
vision cameras, allow incorporating intelligent human user interfaces into electrical powered …