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

Energy Diagrams - II01:10

Energy Diagrams - II

4.6K
Energy diagrams are important to understand the dynamics of a system. The topology of an energy diagram helps illustrate the equilibrium points of the system.
The point in the energy diagram at which the system’s potential energy is the lowest is known as the local minima. The system tends to stay in this position indefinitely unless acted upon by a net force. The slope of the potential energy diagram at the local minima is zero, indicating that zero net force is acting on the system. The...
4.6K
Energy Associated With a Charge Distribution01:21

Energy Associated With a Charge Distribution

1.5K
The work done to bring a charge through a distance r is given by the potential difference between the initial and the final position. To assemble a collection of point charges, the total work done can be expressed in terms of the product of each pair of charges divided by their separation distance, defined with respect to a suitable origin. Solving this expression gives the energy stored in a point charge distribution.
1.5K
Differential Form of Maxwell's Equations01:17

Differential Form of Maxwell's Equations

430
James Clerk Maxwell (1831–1879) was one of the significant contributors to physics in the nineteenth century. He is probably best known for having combined existing knowledge of the laws of electricity and the laws of magnetism with his insights to form a complete overarching electromagnetic theory, represented by Maxwell's equations. The four basic laws of electricity and magnetism were discovered experimentally through the work of physicists such as Oersted, Coulomb, Gauss, and...
430
Potential-Energy Criterion for Equilibrium01:16

Potential-Energy Criterion for Equilibrium

530
Potential energy or potential function plays an essential role in determining the stability of a mechanical system. If a system is subjected to both gravitational and elastic forces, the potential function of the system can be expressed as the algebraic sum of gravitational and elastic potential energy. If the system is in equilibrium and is displaced by a small amount, then the work done on the system equals the negative of the change in the system's potential energy from the initial to...
530
Density and Archimedes' Principle01:05

Density and Archimedes' Principle

6.6K
When a lump of clay is dropped into water, it sinks. But if the same lump of clay is molded into the shape of a boat, it starts to float. Because of its shape, the clay boat displaces more water than the lump and experiences a greater buoyant force, even though its mass is the same. The same holds true for steel ships. The average density of an object majorly determines if the object will float. If an object's average density is less than that of the surrounding fluid, it will float. The...
6.6K
The Quantum-Mechanical Model of an Atom02:45

The Quantum-Mechanical Model of an Atom

42.1K
Shortly after de Broglie published his ideas that the electron in a hydrogen atom could be better thought of as being a circular standing wave instead of a particle moving in quantized circular orbits, Erwin Schrödinger extended de Broglie’s work by deriving what is now known as the Schrödinger equation. When Schrödinger applied his equation to hydrogen-like atoms, he was able to reproduce Bohr’s expression for the energy and, thus, the Rydberg formula governing hydrogen spectra.
42.1K

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

Near-field imaging of synthetic dimensional integrated plasmonic topological Harper nanochains.

Nature communications·2025
Same author

Advances and applications on non-Hermitian topological photonics.

Nanophotonics (Berlin, Germany)·2024
Same author

Drug-Derived Bright and Color-Tunable N-Doped Carbon Dots for Cell Imaging and Sensitive Detection of Fe<sup>3+</sup> in Living Cells.

ACS applied materials & interfaces·2017
Same author

[Effects of MMPs inhibitors on microleakage with wet bonding technique].

Shanghai kou qiang yi xue = Shanghai journal of stomatology·2017
Same author

Cortical Dynamic Causality Network for Auditory-Motor Tasks.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society·2017
Same author

Effects of tissue mechanical and acoustic anisotropies on the performance of a cross-correlation-based ultrasound strain imaging method.

Physics in medicine and biology·2017

相关实验视频

Updated: Jun 14, 2025

Modeling the Functional Network for Spatial Navigation in the Human Brain
05:55

Modeling the Functional Network for Spatial Navigation in the Human Brain

Published on: October 13, 2023

1.0K

神经网络密度功能理论基于变量能量的最小化.

Yang Li1, Zechen Tang1, Zezhou Chen1

  • 1State Key Laboratory of Low Dimensional Quantum Physics and Department of Physics, <a href="https://ror.org/03cve4549">Tsinghua University</a>, Beijing 100084, China.

Physical review letters
|August 30, 2024
PubMed
概括

我们介绍了神经网络密度函数理论 (DFT) 的统一框架,该框架将神经网络优化与DFT计算集成在一起. 这种以物理为基础的方法使无监督学习成为可能,加速了材料的发现.

更多相关视频

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
10:50

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches

Published on: June 21, 2022

1.7K
Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
10:44

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Published on: December 7, 2021

2.1K

相关实验视频

Last Updated: Jun 14, 2025

Modeling the Functional Network for Spatial Navigation in the Human Brain
05:55

Modeling the Functional Network for Spatial Navigation in the Human Brain

Published on: October 13, 2023

1.0K
Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches
10:50

Computational Modeling of Retinal Neurons for Visual Prosthesis Research - Fundamental Approaches

Published on: June 21, 2022

1.7K
Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline
10:44

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Published on: December 7, 2021

2.1K

科学领域:

  • 计算材料科学科学 计算材料科学
  • 化学中的人工智能.
  • 量子力学就是量子力学.

背景情况:

  • 深度学习密度函数理论 (DFT) 加快了材料的发现,但经常使用孤立的,数据驱动的监督学习.
  • 目前的方法缺乏神经网络开发和DFT原则之间的整合.

研究的目的:

  • 提出一个统一神经网络优化和 DFT 变量计算的理论框架.
  • 为材料研究提供基于物理的无监督学习.
  • 展示开发高级深度学习DFT方法的新范式.

主要方法:

  • 开发了一个差异化的DFT代码,集成了一个深度学习的DFT汉密尔顿.
  • 在DFT中实现了自动分化和反向传播算法.
  • 创建了一个基于物理的神经网络架构.

主要成果:

  • 神经网络 DFT 框架成功地统一了优化和计算.
  • 证明了开发的差异DFT代码的能力.
  • 与传统方法相比,实现了更高的准确性和效率.

结论:

  • 拟议的物理信息神经网络DFT为材料发现提供了一个新的范式.
  • 这种综合方法克服了孤立的监督学习方法的局限性.
  • 神经网络的DFT显著提高了计算材料科学的准确性和效率.