Fast and accurate prediction of temperature evolutions in additive manufacturing process using deep learning
Typical computer-based parameter optimization and uncertainty quantification of the
additive manufacturing process usually requires significant computational cost for …
additive manufacturing process usually requires significant computational cost for …
Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model
Uncertainties raised from process parameters, material properties, and environmental
conditions significantly impact the quality of the printed parts in the directed energy …
conditions significantly impact the quality of the printed parts in the directed energy …
A framework for the robust optimization under uncertainty in additive manufacturing
This paper introduces a conceptual framework for the robust optimization under uncertainty
in the directed energy deposition (DED) of M4 High-Speed Steel. The goal is to identify …
in the directed energy deposition (DED) of M4 High-Speed Steel. The goal is to identify …
Toward stochastic multiscale methods in continuum solid mechanics
L Noels - Advances in Applied Mechanics, 2022 - Elsevier
The scientific community has realized that nondeterminism is a major issue that affects
structural and material performance and reliability. Because experimental characterization …
structural and material performance and reliability. Because experimental characterization …
On the DMT adhesion theory: from the first studies to the modern applications in rough contacts
G Violano, GP Demelio, L Afferrante - Procedia Structural Integrity, 2018 - Elsevier
In the last years, increasing interest has been devoted to the study of the adhesion between
rough media. The Derjaguin, Muller & Toporov (DMT) theory is one of the most known …
rough media. The Derjaguin, Muller & Toporov (DMT) theory is one of the most known …
Spherical volume elements scheme for calculating van der Waals force between irregular particles and rough surfaces
M Peng, X Han, GZ Xiao, XL Chen, W Xiong… - Chinese Journal of …, 2021 - Elsevier
Various models were proposed to calculate the van der Waals (vdW) forces, but they have
generally been complicated and time-consuming. In this paper, a spherical volume elements …
generally been complicated and time-consuming. In this paper, a spherical volume elements …
Stochastic multiscale model of MEMS stiction accounting for high-order statistical moments of non-Gaussian contacting surfaces
Stiction is a failure mode of microelectromechanical systems (MEMS) involving permanent
adhesion of moving surfaces. Models of stiction typically describe the adhesion as a multiple …
adhesion of moving surfaces. Models of stiction typically describe the adhesion as a multiple …
SoftFEM: the soft finite element method
While the finite element method (FEM) has now reached full maturity both in academy and
industry, its use in optimization pipelines remains either computationally intensive or …
industry, its use in optimization pipelines remains either computationally intensive or …
月壤颗粒间的范德华力作用研究进展
赵学亮， 王浩， 陈正翰， 杨建中， 徐赵东 - 空间科学学报, 2023 - cjss.ac.cn
当前中国嫦娥工程“绕, 落, 回” 三期任务已经圆满完成, 为保持中国月球探测技术的领先地位,
对月壤的力学特性进行研究具有重要意义. 月表所处环境高真空, 低重力和强辐射等特点使月壤 …
对月壤的力学特性进行研究具有重要意义. 月表所处环境高真空, 低重力和强辐射等特点使月壤 …
Review on van der Waals Interaction between Lunar Soil Particles
Z Xueliang, W Hao, C Zhenghan, Y Jianzhong… - 空间科学学报, 2023 - cjss.ac.cn
With the successful completion of the three-phase tasks of “orbiting”,“landing” and
“returning” of China's Chang'E project, it is of great significance to study the mechanical …
“returning” of China's Chang'E project, it is of great significance to study the mechanical …