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相关概念视频

Phase Transitions02:31

Phase Transitions

Whether solid, liquid, or gas, a substance's state depends on the order and arrangement of its particles (atoms, molecules, or ions). Particles in the solid pack closely together, generally in a pattern. The particles vibrate about their fixed positions but do not move or squeeze past their neighbors. In liquids, although the particles are closely spaced, they are randomly arranged. The position of the particles are not fixed—that is, they are free to move past their neighbors to occupy...
Lattice Centering and Coordination Number02:33

Lattice Centering and Coordination Number

The structure of a crystalline solid, whether a metal or not, is best described by considering its simplest repeating unit, which is referred to as its unit cell. The unit cell consists of lattice points that represent the locations of atoms or ions. The entire structure then consists of this unit cell repeating in three dimensions. The three different types of unit cells present in the cubic lattice are illustrated in Figure 1.
Types of Unit Cells
Imagine taking a large number of identical...
Fermi Level Dynamics01:12

Fermi Level Dynamics

The vacuum level denotes the energy threshold required for an electron to escape from a material surface. It is usually positioned above the conduction band of a semiconductor and acts as a benchmark for comparing electron energies within various materials.
Electron affinity in semiconductors refers to the energy gap between the minimum of its conduction band and the vacuum level and it is a critical parameter in determining how easily a semiconductor can accept additional electrons.
The work...
Phase Transitions01:21

Phase Transitions

A phase transition is the process in which a substance changes from one state of matter to another, like from a solid to a liquid, liquid to gas, or vice versa, at a specific temperature and under given pressure conditions. This change is spontaneous and is affected by alterations in temperature and pressure. These parameters impact the strength of the forces between molecules (intermolecular forces) in the substance.During a phase transition, both the initial and final phases of the substance...
Lattice Energies of Ionic Crystals01:27

Lattice Energies of Ionic Crystals

Lattice energy represents the energy released when gaseous cations and anions combine to form an ionic solid, reflecting the strength of electrostatic interactions within the crystal. This process is fundamentally governed by Coulombic attraction between oppositely charged ions, where the potential energy varies inversely with the interionic distance and directly with the product of ionic charges. As ions approach one another, the electrostatic energy becomes increasingly negative, indicating a...
Bewley Lattice Diagram01:12

Bewley Lattice Diagram

The Bewley lattice diagram, developed by L. V. Bewley, effectively organizes the reflections occurring during transmission-line transients. It visually represents how voltage waves propagate and reflect within a transmission line, making it easier to understand the complex interactions that occur.

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相关实验视频

Updated: Jun 17, 2026

Excitonic Hamiltonians for Calculating Optical Absorption Spectra and Optoelectronic Properties of Molecular Aggregates and Solids
08:04

Excitonic Hamiltonians for Calculating Optical Absorption Spectra and Optoelectronic Properties of Molecular Aggregates and Solids

Published on: May 27, 2020

平滑粗的边缘:评估自动生成的多网格过渡.

Martha Baldwin1, Nicholas A Meisel2, Christopher McComb1

  • 1Department of Mechanical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA.

3D printing and additive manufacturing
|October 3, 2024
PubMed
概括
此摘要是机器生成的。

在增材制造中,在不同格子细胞类型之间创建平稳的过渡至关重要. 变化自编码器可以通过确保细胞端点在潜在空间中靠近以确保更好的结构完整性来自动化这一过程.

关键词:
增材制造 (DfAM) 的设计.格子设计的格子设计.机器学习是机器学习.变量自动编码器 变量自动编码器

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Automatic Laser-based Geometry Capture for Finite Element Analysis of Weld Beads
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Automatic Laser-based Geometry Capture for Finite Element Analysis of Weld Beads

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Rapid in-silico Battery Electrolyte Electrochemical Reaction Generation using 3T-VASP Multi-Scale Energy Minimization
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Rapid in-silico Battery Electrolyte Electrochemical Reaction Generation using 3T-VASP Multi-Scale Energy Minimization

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相关实验视频

Last Updated: Jun 17, 2026

Excitonic Hamiltonians for Calculating Optical Absorption Spectra and Optoelectronic Properties of Molecular Aggregates and Solids
08:04

Excitonic Hamiltonians for Calculating Optical Absorption Spectra and Optoelectronic Properties of Molecular Aggregates and Solids

Published on: May 27, 2020

Automatic Laser-based Geometry Capture for Finite Element Analysis of Weld Beads
07:58

Automatic Laser-based Geometry Capture for Finite Element Analysis of Weld Beads

Published on: July 25, 2025

Rapid in-silico Battery Electrolyte Electrochemical Reaction Generation using 3T-VASP Multi-Scale Energy Minimization
05:37

Rapid in-silico Battery Electrolyte Electrochemical Reaction Generation using 3T-VASP Multi-Scale Energy Minimization

Published on: August 22, 2025

科学领域:

  • 添加剂制造 添加剂制造 添加剂制造
  • 材料科学 材料科学 材料科学
  • 计算设计的计算设计.

背景情况:

  • 增材制造使轻量化,复杂的组件使用单元格子细胞和分级.
  • 具有不同细胞类型的多层格子结构对负载不同的部件有利.
  • 单元细胞类型之间的突然转换可能导致应激度和失效.

研究的目的:

  • 展示和评估一种自动化创建过渡格子细胞的方法.
  • 确定有助于在不同格子拓之间顺利过渡的因素.
  • 为了应对在多网格结构中实现平稳过渡的挑战,特别是不相似的细胞之间.

主要方法:

  • 利用变化自编码器 (VAE) 来生成过渡格子细胞.
  • 运用计算实验来分析过渡的平滑性.
  • 检查了终点的隐性空间近距离与过渡流性之间的关系.

主要成果:

  • 隐性空间中的终点的近距离是过渡顺的强有力的预测因素.
  • 过渡间隔的数量并不是顺过渡的唯一决定因素.
  • 开发的方法自动化了为多层格子结构创建过渡格子细胞的过程.

结论:

  • 变化自动编码器提供了一种可行的方法,用于在增材制造中自动化平滑的晶格过渡.
  • 隐藏空间表示是实现不同格子细胞类型之间无集成的关键.
  • 这种方法增强了多格结构的设计,提高了整体部分的功能和可靠性.