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相关概念视频

Molecular Models02:00

Molecular Models

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Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
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Non-conservative Forces01:17

Non-conservative Forces

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Non-conservative forces are dissipative forces such as friction or air resistance. These forces take energy away from a system as it progresses. Unlike conservative forces, non-conservative forces do not have potential energy associated with them. This is because the energy is lost to the system and cannot be turned into useful work later.
Also unlike their conservative counterparts, they are path-dependent; where the object starts and stops does matter. For example, a grinding wheel applies a...
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Calculating Standard Free Energy Changes02:49

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The free energy change for a reaction that occurs under the standard conditions of 1 bar pressure and at 298 K is called the standard free energy change. Since free energy is a state function, its value depends only on the conditions of the initial and final states of the system. A convenient and common approach to the calculation of free energy changes for physical and chemical reactions is by use of widely available compilations of standard state thermodynamic data. One method involves the...
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Force and Potential Energy in One Dimension01:13

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Force can be calculated from the expression for potential energy, which is a function of position. The component of a conservative force, in a particular direction, equals the negative of the derivative of the corresponding potential energy with respect to the displacement in that direction. For regions where potential energy changes rapidly with displacement, the work done and force is maximum. Also, when force is applied along the positive coordinate axis, the potential energy decreases with...
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In mechanical engineering, a three-dimensional force system is a system of forces acting in three dimensions, with forces applied along the x, y, and z coordinate axes. The three-dimensional force system is an important concept in mechanical engineering, as it allows engineers to understand and analyze the behavior of objects and structures in three dimensions. By understanding the forces acting on a system, engineers can design more efficient and effective mechanical systems that can withstand...
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相关实验视频

Updated: Sep 19, 2025

Author Spotlight: Advancing Cell Membrane Biophysics - Exploring Interactions and Challenges Through Experimental and Computational Approaches
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生物分子力场的不断演变.

Xiaoli Lu1, Jinfeng Chen1, Jing Huang1

  • 1Institute of Biology, Westlake Institute for Advanced Study, Hangzhou 310024, China; Key Laboratory of Structural Biology of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou 310024, China; Westlake AI Therapeutics Lab, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou 310024, China.

Structure (London, England : 1993)
|June 17, 2025
PubMed
概括

生物分子力场的进步,包括极化和机器学习潜力,增强了药物发现的分子建模. 未来的工作重点是跨学科的方法来克服当前的挑战.

关键词:
生物分子相互作用生物分子生物分子.实力场 实力场 实力场 实力场机器学习潜在的机器学习潜力分子动力学模拟模拟

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科学领域:

  • 计算化学计算化学
  • 生物物理学的生物物理.
  • 药物发现 药物发现 药物发现

背景情况:

  • 生物分子力场对于模拟分子行为至关重要.
  • 为了准确性和更广泛的应用,需要不断演变的力场.
  • 计算技术,特别是深度学习,正在改变生物分子建模.

研究的目的:

  • 提供生物分子力场当前状态的概述.
  • 突出这一领域的关键进展和新出现的挑战.
  • 探索改善生物分子建模的未来方向.

主要方法:

  • 对可极化力场的审查.
  • 机器学习潜力的分析.
  • 对粗粒度模型的检查.

主要成果:

  • 深度学习已经实现了前所未有的生物分子模拟能力.
  • 在力场参数化中出现了新的机遇.
  • 当前最先进的技术包括可偏振,ML和粗粒度模型.

结论:

  • 跨学科的方法对于生物分子建模的未来改进至关重要.
  • 应对新出现的挑战将推动该领域的进展.
  • 增强的力场将加速生物和治疗发现.