Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Phase Transitions: Melting and Freezing02:39

Phase Transitions: Melting and Freezing

12.2K
Heating a crystalline solid increases the average energy of its atoms, molecules, or ions, and the solid gets hotter. At some point, the added energy becomes large enough to partially overcome the forces holding the molecules or ions of the solid in their fixed positions, and the solid begins the process of transitioning to the liquid state or melting. At this point, the temperature of the solid stops rising, despite the continual input of heat, and it remains constant until all of the solid is...
12.2K
Phase Transitions: Vaporization and Condensation02:39

Phase Transitions: Vaporization and Condensation

17.1K
The physical form of a substance changes on changing its temperature. For example, raising the temperature of a liquid causes the liquid to vaporize (convert into vapor). The process is called vaporization—a surface phenomenon. Vaporization occurs when the thermal motion of the molecules overcome the intermolecular forces, and the molecules (at the surface) escape into the gaseous state. When a liquid vaporizes in a closed container, gas molecules cannot escape. As these gas phase...
17.1K
Phase Transitions: Sublimation and Deposition02:33

Phase Transitions: Sublimation and Deposition

16.7K
Some solids can transition directly into the gaseous state, bypassing the liquid state, via a process known as sublimation. At room temperature and standard pressure, a piece of dry ice (solid CO2) sublimes, appearing to gradually disappear without ever forming any liquid. Snow and ice sublimate at temperatures below the melting point of water, a slow process that may be accelerated by winds and the reduced atmospheric pressures at high altitudes. When solid iodine is warmed, the solid sublimes...
16.7K
Phase Transitions02:31

Phase Transitions

18.7K
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...
18.7K
Phase Changes01:19

Phase Changes

4.1K
Phase transitions play an important theoretical and practical role in the study of heat flow. In melting or fusion, a solid turns into a liquid; the opposite process is freezing. In evaporation, a liquid turns into a gas; the opposite process is condensation.
A substance melts or freezes at a temperature called its melting point and boils or condenses at its boiling point. These temperatures depend on pressure. High pressure favors the denser form of the substance, so typically, high pressure...
4.1K
States of Matter and Phase Changes00:59

States of Matter and Phase Changes

896
The internal energy of a substance—the total kinetic energy of all its molecules and the potential energy of their associated forces—depends on the strength of the intermolecular forces in the condensed phases and the pressure exerted on the substance. The internal energy of a substance is the highest in the gaseous state, the lowest in the solid state, and intermediate in the liquid state. Phase transitions are caused by changes in physical conditions, such as temperature and...
896

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Microwave-assisted thermal profiling of blood: a potential biomarker for differentiating cancer and non-cancer states.

Journal of medical engineering & technology·2026
Same author

Pathway Controlled Phase Separation of Minimal Building Blocks Utilizing a Dissociative Chemical Transformation.

Angewandte Chemie (International ed. in English)·2026
Same author

Mapping Protein-Protein Interaction Hotspots and Unveiling a Cryptic Allosteric Pocket in PLK1 PBD via Mixed-Solvent Molecular Dynamics.

Chemphyschem : a European journal of chemical physics and physical chemistry·2026
Same author

CoWERA: A temporal coherence guided binless resampling algorithm for weighted-ensemble based estimation of rare-event kinetics.

The Journal of chemical physics·2026
Same author

Phosphorylation induces altered protonation states and allosterically regulates Rac1-RhoGDI complex.

Protein science : a publication of the Protein Society·2025
Same author

PathGennie: Rapid Generation of Rare Event Pathways via Direction-Guided Adaptive Sampling Using Ultrashort Monitored Trajectories.

Journal of chemical theory and computation·2025

相关实验视频

Updated: May 28, 2025

Author Spotlight: Innovative Ice Cream Melting Behavior Analysis Through a Computer Vision System
08:02

Author Spotlight: Innovative Ice Cream Melting Behavior Analysis Through a Computer Vision System

Published on: October 4, 2024

2.2K

冰编码器:在分子模拟中识别冰相,使用变量自编码器.

Dibyendu Maity1, Suman Chakrabarty1

  • 1Department of Chemical and Biological Sciences, S. N. Bose National Centre for Basic Sciences, Kolkata 700106, India.

Journal of chemical theory and computation
|February 11, 2025
PubMed
概括

本研究介绍了IceCoder,这是一种机器学习框架,使用变化自编码器 (VAE) 和原子位置 (SOAP) 描述符的平滑重叠来分类分子模拟中的冰相. IceCoder有效地区分了各种晶体冰和液态水,克服了传统方法的局限性.

科学领域:

  • 计算物理和化学 计算物理和化学
  • 材料科学是一种材料科学.
  • 机器学习应用程序 机器学习应用程序

背景情况:

  • 在分子模拟中对各种冰相进行分类是具有挑战性的,因为相空间和热波动的复杂性.
  • 传统的顺序参数往往不足以区分微妙的相位变化.

研究的目的:

  • 开发一个新的机器学习框架,IceCoder,用于准确有效地识别和分类冰相.
  • 克服传统方法在区分冰多态和液态水方面的局限性.

主要方法:

  • 使用一个变化自编码器 (VAE) 结合了原子位置 (SOAP) 描述器的平滑重叠.
  • 将高维SOAP向量压缩到2D隐性空间,用于可视化和分类.
  • 在分子动力学模拟数据上训练模型.

主要成果:

  • IceCoder有效地在分子层面上对各种晶体冰相和液态水进行分类.
  • 2D潜伏空间有助于清晰区分不同的冰相.
  • 在跟踪冰相转换方面表现出强大和可通用的性能.

结论:

  • IceCoder提供了一种强大且计算效率高的工具,用于在模拟中分析冰相.

更多相关视频

Advancing High-Resolution Imaging of Virus Assemblies in Liquid and Ice
08:31

Advancing High-Resolution Imaging of Virus Assemblies in Liquid and Ice

Published on: July 20, 2022

2.9K
An Externally-Heated Diamond Anvil Cell for Synthesis and Single-Crystal Elasticity Determination of Ice-VII at High Pressure-Temperature Conditions
07:48

An Externally-Heated Diamond Anvil Cell for Synthesis and Single-Crystal Elasticity Determination of Ice-VII at High Pressure-Temperature Conditions

Published on: June 18, 2020

6.2K

相关实验视频

Last Updated: May 28, 2025

Author Spotlight: Innovative Ice Cream Melting Behavior Analysis Through a Computer Vision System
08:02

Author Spotlight: Innovative Ice Cream Melting Behavior Analysis Through a Computer Vision System

Published on: October 4, 2024

2.2K
Advancing High-Resolution Imaging of Virus Assemblies in Liquid and Ice
08:31

Advancing High-Resolution Imaging of Virus Assemblies in Liquid and Ice

Published on: July 20, 2022

2.9K
An Externally-Heated Diamond Anvil Cell for Synthesis and Single-Crystal Elasticity Determination of Ice-VII at High Pressure-Temperature Conditions
07:48

An Externally-Heated Diamond Anvil Cell for Synthesis and Single-Crystal Elasticity Determination of Ice-VII at High Pressure-Temperature Conditions

Published on: June 18, 2020

6.2K
  • 该框架可以被推广到研究其他分子晶体中的多态.
  • 提供了对核形成,生长和相变的微观机制的新见解.