在地幔条件下化的CaSiO_{3}的结构演变和运输特性来自深潜模拟
Lei Liu1, Xiao-Long Pan1, Fei-Yang Xu2,3
1Southwest University of Science and Technology, School of Mathematics and Physics, Mianyang 621010, China.
Physical review. E
|November 18, 2025
概括
我们开发了一个深度学习模型来研究CaSiO3融,揭示了它的结构和运输特性在压力下如何变化. 这提供了对早期地球的洞察力.
科学领域:
- 地质化学 地质化学
- 地质物理学 地质物理学
- 计算材料科学科学 计算材料科学
背景情况:
- 酸盐融化对地球的地质和地质物理学至关重要.
- 它们的运输特性影响了行星岩海洋和地球深层的组成.
研究的目的:
- 研究CaSiO3的结构演变和运输特性.
- 了解这个主要的玄武岩组成部分在下层地幔压力下的行为.
主要方法:
- 开发了模拟CaSiO3融化的深度学习潜力.
- 在压缩下分析结构演变 (协调数) 和运输特性 (扩散,粘度).
主要成果:
- 压缩时,Si-O协调从四倍增加到六倍,过渡时增加五倍.
- 在压力下,Ca-O协调从六倍变为九倍.
- Ca 作为网络修改器,Si 作为网络前.
- 粘度随着压力增加,这是由于结构聚合而导致的.
结论:
- 深度学习潜力准确地模拟了CaSiO3融化的行为.
- 压缩显著改变了融结构和运输特性.
- 这些发现为岩海洋演变和地球深层动态的模型提供了信息.
更多相关视频
06:37Analyzing Melts and Fluids from Ab Initio Molecular Dynamics Simulations with the UMD Package
Published on: September 17, 2021
5.0K
11:50Metal-silicate Partitioning at High Pressure and Temperature: Experimental Methods and a Protocol to Suppress Highly Siderophile Element Inclusions
Published on: June 13, 2015
12.9K
相关概念视频
Phase Transitions: Sublimation and Deposition
19.6K
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...
19.6K
Clausius-Clapeyron Equation
62.3K
The equilibrium between a liquid and its vapor depends on the temperature of the system; a rise in temperature causes a corresponding rise in the vapor pressure of its liquid. The Clausius-Clapeyron equation gives the quantitative relation between a substance’s vapor pressure (P) and its temperature (T); it predicts the rate at which vapor pressure increases per unit increase in temperature.
62.3K
Molecular and Ionic Solids
19.8K
Crystalline solids are divided into four types: molecular, ionic, metallic, and covalent network based on the type of constituent units and their interparticle interactions.
Molecular Solids
Molecular crystalline solids, such as ice, sucrose (table sugar), and iodine, are solids that are composed of neutral molecules as their constituent units. These molecules are held together by weak intermolecular forces such as London dispersion forces, dipole-dipole interactions, or hydrogen bonds, which...
Molecular Solids
Molecular crystalline solids, such as ice, sucrose (table sugar), and iodine, are solids that are composed of neutral molecules as their constituent units. These molecules are held together by weak intermolecular forces such as London dispersion forces, dipole-dipole interactions, or hydrogen bonds, which...
19.8K
Phase Transitions: Melting and Freezing
14.5K
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...
14.5K
Isothermal Processes
4.8K
A thermodynamic process that occurs at constant temperature is called an isothermal process. Heat slowly flows into the system or out of the system to maintain thermal equilibrium. Processes involving phase changes like water evaporation into steam or freezing water into ice at a constant temperature are examples of Isothermal Processes.
An ideal gas can also undergo isothermal expansion or compression.
For example, consider 1 mole of an ideal gas inside an isolated cylinder at initial volume V...
An ideal gas can also undergo isothermal expansion or compression.
For example, consider 1 mole of an ideal gas inside an isolated cylinder at initial volume V...
4.8K
Bonding in Metals
51.7K
Metallic bonds are formed between two metal atoms. A simplified model to describe metallic bonding has been developed by Paul Drüde called the “Electron Sea Model”.
51.7K
