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相关概念视频

Control Volume and System Representations01:16

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Two key frameworks are employed to analyze mass, energy, and momentum transfer: the control volume approach and the system approach. These frameworks offer different perspectives, depending on whether the focus is on a specific region in space (control volume approach) or a defined mass of fluid (system approach).
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Heat is a widely used method to control microbial growth by targeting and denaturing cellular proteins, thereby killing or inactivating microbes. This method's effectiveness is quantified using parameters such as the thermal death point (TDP), thermal death time (TDT), and decimal reduction time (D value). TDP represents the lowest temperature at which all microorganisms in a liquid suspension are eliminated within 10 minutes, whereas TDT is the time necessary to achieve sterilization at a...
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Physical Methods for Controlling Microbial Growth: Radiation and Filtration01:26

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Radiation and filtration are essential tools for microbial control, targeting microorganisms through distinct mechanisms. Radiation eliminates microbes by damaging their DNA, either killing them or inhibiting their growth. Based on wavelength, radiation is classified into two types: nonionizing and ionizing radiation.Non-ionizing radiation, such as UV radiation (200–400 nm), is absorbed by DNA, causing defects that effectively disinfect surfaces, air, and water, including safety cabinets.
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The frequency-domain technique, commonly used in analyzing and designing feedback control systems, is effective for linear, time-invariant systems. However, it falls short when dealing with nonlinear, time-varying, and multiple-input multiple-output systems. The time-domain or state-space approach addresses these limitations by utilizing state variables to construct simultaneous, first-order differential equations, known as state equations, for an nth-order system.
Consider an RLC circuit, a...
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Graphical and Analytic Representation of Sinusoids01:20

Graphical and Analytic Representation of Sinusoids

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Analyzing two sinusoidal voltages with equal amplitude and period but different phases on an oscilloscope, an instrument used to display and analyze waveforms, involves a three-step process.
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Vector Representation of Complex Numbers01:16

Vector Representation of Complex Numbers

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Complex numbers, represented in Cartesian coordinates, can also be visualized as vectors. These vectors can be expressed in polar form, emphasizing their magnitude and angle. When a complex number is input into a function, the output is another complex number, highlighting the function's zero point from which the vector representation can originate.
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Updated: Jan 23, 2026

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MolCluster:一个无监督的框架,用于物理一致的分辨率控制的多尺度分子表示.

Zhixuan Zhong1,2, Linbo Ma3, Jian Jiang1,2

  • 1Beijing National Laboratory for Molecular Sciences, State Key Laboratory of Polymer Physics and Chemistry, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, P. R. China.

Journal of chemical theory and computation
|January 21, 2026
PubMed
概括
此摘要是机器生成的。

无监督模型MolCluster使用图形神经网络创建精确的粗粒度 (CG) 分子模型. 这种新的方法克服了传统方法的局限性,为复杂系统提供了可定制的解决方案.

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科学领域:

  • 计算化学的计算化学
  • 材料科学 材料科学 材料科学
  • 生物物理学的生物物理.

背景情况:

  • 传统的粗粒度 (CG) 建模面临着各种化学结构和固定映射规则的挑战.
  • 监督的CG方法受到小标记数据集和缺乏对多尺度建模的分辨率控制的限制.

研究的目的:

  • 开发一个无监督模型,MolCluster,用于提取可定制的粗粒度表示.
  • 为了能够精确控制各种分子系统的映射分辨率.

主要方法:

  • 集成图形神经网络和社区检测,用于无监督的CG表示提取.
  • 实施预定义的组对损失,以保护目标组.
  • 采用两截分策略来进行可定制的分辨率控制.

主要成果:

  • 与MARTINI2数据集上的传统和监督模型相比,MolCluster在CG绘图和珠子类型预测方面表现优异.
  • 没有标签的预培训策略显著提高了MolCluster的有效性.

结论:

  • MolCluster提供了一种新的,无监督的方法,用于化学一致和可定制的CG映射.
  • 该模型显示了在聚合物,蛋白质和复杂的多层系统中应用的巨大潜力.