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The highest strength-to-weight ratio criterion has fascinated curiosity increasingly in virtually all areas where heft reduction is indispensable. Lightweight materials and their joining processes are also a recent point of research demands…

机器学习 · 计算机科学 2021-09-07 Akshansh Mishra , Eyob Messele Sefene , Assefa Asmare Tsegaw

A methodology is presented for estimating average values for the temperature and the frictional traction over a tool-workpiece interface using measured values of force and torque applied to the tool. The approach was developed specifically…

材料科学 · 物理学 2014-04-01 Paul R. Dawson , Donald E. Boyce

Accurate prediction of temperature evolution is essential for understanding thermomechanical behavior in friction stir welding. In this study, molecular dynamics simulations were performed using LAMMPS to model aluminum friction stir…

材料科学 · 物理学 2025-12-29 Akshansh Mishra

Numerical simulations of high-speed forming and welding are of significant interest to industry, but are challenging due to the coupled physics and dynamic nature of the processes. With the advancement in hardware and computational…

应用物理 · 物理学 2019-12-24 Ali Nassiri , Tim Abke , Glenn Daehn

Heat transfer simulations of the fused filament fabrication process are an important tool to predict bonding, residual stresses and strength of 3D printed parts. But in order to capture the significant thermal gradients that occur in the…

计算工程、金融与科学 · 计算机科学 2023-05-08 Nathalie Ramos , Christoph Mittermeier , Josef Kiendl

Sintering, as a thermal process at elevated temperature below the melting point, is widely used to bond contacting particles into engineering products such as ceramics, metals, polymers, and cemented carbides. Modelling and simulation as…

材料科学 · 物理学 2023-02-13 Min Yi , Wenxuan Wang , Ming Xue , Qihua Gong , Bai-Xiang Xu

Resistance Spot Welding (RSW) is an important manufacturing process that attracts increasing attention in automotive industry. However, due to the complexity of the manufacturing process, the corresponding product quality shows significant…

机器学习 · 计算机科学 2019-02-26 Mohammad Aminisharifabad , Qingyu Yang

One of the most important and complicated problems in modern industry is to obtaining materials with the required chemical composition, structure and mechanical and physical properties. Solving this problem involves great deal of time and…

材料科学 · 物理学 2018-10-31 Konstantin Borodianskiy , Michael Zinigrad

A good understanding of the heat transfer in fused filament fabrication is crucial for an accurate stress prediction and subsequently for repetitive, high quality printing. This work focuses on two challenges that have been presented when…

数值分析 · 数学 2023-05-09 Nathalie Ramos , Christoph Mittermeier , Josef Kiendl

This study validates the use of Neural Lumped Parameter Differential Equations for open-loop setpoint control of the plunge sequence in Friction Stir Processing (FSP). The approach integrates a data-driven framework with classical heat…

系统与控制 · 电气工程与系统科学 2025-07-08 James Koch , Ethan King , WoongJo Choi , Megan Ebers , David Garcia , Ken Ross , Keerti Kappagantula

Thermal fracture is prevalent in many engineering problems and is one of the most devastating defects in metal additive manufacturing. Due to the interactive underlying physics involved, the computational simulation of such a process is…

材料科学 · 物理学 2022-12-28 Hui Ruan , Shahed Rezaei , Yangyiwei Yang , Dietmar Gross , Bai-Xiang Xu

Wetting is fundamental to many technological applications that involve the motion of the fluid-fluid interface on a solid. While static wetting is well understood in the context of thermodynamic equilibrium, dynamic wetting is more…

流体动力学 · 物理学 2021-08-16 Shahriar Afkhami

The paper deals with the fundamental problem of a modeling of the physical, in particular, thermal hydraulic processes, in various media of fractal structure of the natural, technological and technical systems and devices. The examples of a…

计算物理 · 物理学 2018-02-27 Ivan V. Kazachkov

Laser beam welding is a non-contact joining technique that has gained significant importance in the course of the increasing degree of automation in industrial manufacturing. This process has established itself as a suitable joining tool…

The temperature increase in the contact regions between solids in sliding contact has a huge influence on friction and wear. Here we test an analytical theory for the flash temperature, valid for randomly rough surface with multiscale…

软凝聚态物质 · 物理学 2026-04-20 B. N. J. Persson

We introduce a numerical workflow to model and simulate transient close-contact melting processes based on the space-time finite element method. That is, we aim at computing the velocity at which a forced heat source melts through a…

Nowadays, manufacturing sectors harness the power of machine learning and data science algorithms to make predictions for the optimization of mechanical and microstructure properties of fabricated mechanical components. The application of…

机器学习 · 计算机科学 2022-01-25 Akshansh Mishra , Raheem Al-Sabur , Ahmad K. Jassim

This paper presents a modeling effort to explore the underlying physics of temperature evolution during additive friction stir deposition (AFSD) by a human-AI teaming approach. AFSD is an emerging solid-state additive manufacturing…

机器学习 · 计算机科学 2025-02-11 Tony Shi , Mason Ma , Jiajie Wu , Chase Post , Elijah Charles , Tony Schmitz

Developing the non-equilibrium thermodynamics of friction is required for systematic design of low friction surfaces for a broad range of technological applications. Intuitively, the thermodynamic work done by a material sliding along a…

介观与纳米尺度物理 · 物理学 2019-11-07 Paola Carolina Torche , Tomas Polcar , Ondrej Hovorka

This work proposes an extension of phase change and latent heat models for the simulation of metal powder bed fusion additive manufacturing processes on the macroscale and compares different models with respect to accuracy and numerical…

计算工程、金融与科学 · 计算机科学 2021-09-07 Sebastian D. Proell , Wolfgang A. Wall , Christoph Meier
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