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Temperature and Thermal Equilibrium01:11

Temperature and Thermal Equilibrium

7.2K
Heat and temperature are essential concepts for everyone every day. The study of heat and temperature is part of an area of physics known as thermodynamics. It is not always easy to distinguish heat and temperature.
The concept of temperature has evolved from the common concepts of hot and cold. The scientific definition of temperature explains more than just our sense of hot and cold. Temperature is operationally defined as the quantity measured with a thermometer. Furthermore, temperature is...
7.2K
Thermal expansion and Thermal stress: Problem Solving01:27

Thermal expansion and Thermal stress: Problem Solving

1.3K
San Francisco's Golden Gate Bridge is exposed to temperatures ranging from -15 °C to 40 °C. At its coldest, the main span of the bridge is 1275 m long. Assuming that the bridge is made entirely of steel, what is the change in its length between these temperatures?
To solve the problem, first, identify the known and unknown quantities. The initial length (L) of the bridge is 1275 m, the coefficient of linear expansion (α) for steel is 12 x 10-6/°C, and the change in...
1.3K
Thermal Stress01:09

Thermal Stress

2.6K
If the temperature of an object is changed while it is prevented from expanding or contracting, the object is subjected to stress. The stress is compressive if the object expands in the absence of constraint and tensile if it contracts. This stress resulting from temperature change is known as thermal stress. It can be quite large and can cause damage. To avoid this stress, engineers may design components so they can expand and contract freely. For instance, on highways, gaps are deliberately...
2.6K
Equipments Used to Measure Body Temperature01:13

Equipments Used to Measure Body Temperature

1.2K
Body temperature can be assessed using various devices and measured in Celsius or Fahrenheit.
Glass-bulb Thermometer:
Glass-bulb thermometers are hollow glass tubes with a bulb tip containing liquid such as ethanol or mercury. Historically, glass bulb mercury thermometers were the standard device to measure body temperature. Today, mercury thermometers are prohibited in many countries due to the hazardous effects of mercury and the risk of exposure if the glass bulb breaks. In general,...
1.2K
Maxwell-Boltzmann Distribution: Problem Solving01:20

Maxwell-Boltzmann Distribution: Problem Solving

1.7K
Individual molecules in a gas move in random directions, but a gas containing numerous molecules has a predictable distribution of molecular speeds, which is known as the Maxwell-Boltzmann distribution, f(v).
This distribution function f(v) is defined by saying that the expected number N (v1,v2) of particles with speeds between v1 and v2 is given by
1.7K
Thermal Sigmatropic Reactions: Overview01:16

Thermal Sigmatropic Reactions: Overview

2.2K
Sigmatropic rearrangements are a class of pericyclic reactions in which a σ bond migrates from one part of a π system to another. These are intramolecular rearrangements where the total number of σ and π bonds remain unchanged.
Sigmatropic shifts are classified based on an order term [i, j ], where i and j indicate the number of atoms across which each end of the σ bond migrates. Below are examples of a [3,3] sigmatropic shift in...
2.2K

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相关实验视频

Updated: Sep 13, 2025

Experimental Methods for Investigation of Shape Memory Based Elastocaloric Cooling Processes and Model Validation
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Experimental Methods for Investigation of Shape Memory Based Elastocaloric Cooling Processes and Model Validation

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机器学习方法用于快速热平衡.

Diego Rengifo1, Gabriel Téllez2

  • 1Technische Universität Berlin, Universidad de los Andes, Departamento de Física, Bogotá 111711, Colombia and Institut für Physik und Astronomie, Hardenbergstraße 36, D-10623 Berlin, Germany.

Physical review. E
|August 1, 2025
PubMed
概括
此摘要是机器生成的。

本研究介绍了一种机器学习启发的方法,用于设计快速实现物理系统热平衡的驱动协议. 该方法优化协议,以最大限度地减少系统放松时间,提高实验效率.

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Quantitative Visualization and Detection of Skin Cancer Using Dynamic Thermal Imaging

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相关实验视频

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Experimental Methods for Investigation of Shape Memory Based Elastocaloric Cooling Processes and Model Validation
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Experimental Methods for Investigation of Shape Memory Based Elastocaloric Cooling Processes and Model Validation

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Thermal Imaging to Study Stress Non-invasively in Unrestrained Birds
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Thermal Imaging to Study Stress Non-invasively in Unrestrained Birds

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Quantitative Visualization and Detection of Skin Cancer Using Dynamic Thermal Imaging
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科学领域:

  • 统计力学 统计力学
  • 机器学习 机器学习
  • 物理系统 物理系统

背景情况:

  • 实现热平衡对于许多物理系统至关重要.
  • 目前的方法,如逆向工程,对于复杂的系统是有限的.
  • 系统通常需要很长的时间才能在操纵后达到平衡.

研究的目的:

  • 开发一种用于设计快速保证热平衡的驾驶协议的新方法.
  • 克服现有的逆向工程技术的局限性.
  • 为了使系统在协议完成后迅速达到热平衡.

主要方法:

  • 模拟轨迹的集合. 模拟轨迹的集合.
  • 利用机器学习算法和反向传播来进行梯度计算.
  • 根据概率密度函数比较,代调整驾驶协议参数.

主要成果:

  • 通过模拟,证明了拟议方法的有效性.
  • 成功设计了实现快速热平衡的协议.
  • 展示了对复杂系统的适用性,在复杂系统中,反向工程是不可行的.

结论:

  • 提出的基于机器学习的方法提供了一种有效的方式来设计快速热平衡的驱动协议.
  • 这种方法提升了控制和操纵物理系统的能力.
  • 它对涉及系统的实验具有广泛的含义,例如光学子中的布朗粒子.