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Centroid of a Body: Problem Solving01:03

Centroid of a Body: Problem Solving

1.1K
The centroid of a body is a crucial concept in engineering and physics. Finding the centroid of a body can help determine its stability, its balance point, and even its design. In this context, consider a thin wire bent in the form of a quarter circular arc. Polar coordinates are used to calculate the centroid. The wire is first divided into small differential elements of a length equal to the radius multiplied by the differential angle.
The x-coordinates and y-coordinates of each element's...
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Collisions in Multiple Dimensions: Problem Solving01:06

Collisions in Multiple Dimensions: Problem Solving

3.6K
In multiple dimensions, the conservation of momentum applies in each direction independently. Hence, to solve collisions in multiple dimensions, we should write down the momentum conservation in each direction separately. To help understand collisions in multiple dimensions, consider an example.
A small car of mass 1,200 kg traveling east at 60 km/h collides at an intersection with a truck of mass 3,000 kg traveling due north at 40 km/h. The two vehicles are locked together. What is the...
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Principle of Moments: Problem Solving01:30

Principle of Moments: Problem Solving

810
The principle of moments is a fundamental concept in physics and engineering. It refers to the balancing of forces and moments around a point or axis, also known as the pivot. This principle is used in many real-life scenarios, including construction, sports, and daily activities like opening doors and pushing objects.
One such scenario involves a pole placed in a three-dimensional system with a cable attached. When a tension is applied to the cable, the moment about the z-axis passing through...
810
Bernoulli's Equation: Problem Solving01:16

Bernoulli's Equation: Problem Solving

751
A Venturi meter is essential for measuring fluid flow rates in pipelines. It utilizes the relationship between fluid velocity and pressure described by Bernoulli's equation. When installed in a sewage system, the Venturi meter accurately determines the wastewater flow rate by measuring pressure differences.
The first step is to compute the cross-sectional areas of the pipe and the Venturi throat to analyze the pressure difference indicated by the pressure gauge. Next, the continuity...
751
Angle of Twist: Problem Solving01:13

Angle of Twist: Problem Solving

256
An electric motor applies a torque of 700 N·m to an aluminum shaft, triggering a stable rotation. Two pulleys, B and C, are subjected to torques of 300 N·m and 400 N·m, respectively. The modulus of rigidity is provided as 25 GPa. With the knowledge of the length and diameter of each segment, the twist angle between the two pulleys can be computed. First, a section cut is made between pulleys B and C, and the cut cross-section is analyzed using a free-body diagram. Given that the...
256
Reduced Mass Coordinates: Isolated Two-body Problem01:12

Reduced Mass Coordinates: Isolated Two-body Problem

1.2K
In classical mechanics, the two-body problem is one of the fundamental problems describing the motion of two interacting bodies under gravity or any other central force. When considering the motion of two bodies, one of the most important concepts is the reduced mass coordinates, a quantity that allows the two-body problem to be solved like a single-body problem. In these circumstances, it is assumed that a single body with reduced mass revolves around another body fixed in a position with an...
1.2K

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相关实验视频

Updated: May 30, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
11:53

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm

Published on: December 9, 2012

12.9K

用贝叶斯优化探索全球最小和形交叉点的探索.

Riho Somaki1, Taichi Inagaki1, Miho Hatanaka1,2

  • 1Graduate School of Science and Technology, Keio University, 3-14-1, Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan.

Molecular informatics
|January 31, 2025
PubMed
概括

这项研究引入了贝叶斯对分子几何学搜索的优化,克服了杂的量子计算机测量所带来的挑战. 该方法准确地定位关键分子结构,如全球最小值和形交叉点,即使与模拟的量子噪声.

科学领域:

  • 计算化学计算化学
  • 量子计算是一种量子计算.
  • 化学物理 化学物理

背景情况:

  • 分子几何优化通常依赖于量子化学计算的能量梯度.
  • 量子计算将噪声引入能源计算中,阻碍基于梯度的优化.
  • 需要无梯度的方法来解决量子辅助化学计算中的噪声.

研究的目的:

  • 为分子几何学搜索开发和评估贝叶斯优化 (BO) 策略.
  • 在探索关键分子结构时,为BO确定合适的获取函数 (AF).
  • 找出全球最小 (GM) 和最稳定的圆交点 (CI).

主要方法:

  • 建议使用贝叶斯优化 (BO) 的几何搜索策略.
  • 研究了适当的获取函数 (AFs) 来探索全球最小值和圆交叉点.
  • 将BO策略应用于两个测试分子,模拟杂的量子计算机测量.

主要成果:

  • 成功地定位了全球最小 (GM) 和最稳定的圆交叉 (CI) 几何形状,对于这两种分子都具有很高的精度.
  • 证明了BO策略的稳定性,即使对能量添加了人工随机噪声.
  • 验证了BO在使用杂量子计算机输出优化几何方面的潜力.
关键词:
没有衍生品的自由.高斯的过程回归过程.几何优化优化几何学

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Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
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相关实验视频

Last Updated: May 30, 2025

Spatial Multiobjective Optimization of Agricultural Conservation Practices using a SWAT Model and an Evolutionary Algorithm
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Mapping Cortical Dynamics Using Simultaneous MEG/EEG and Anatomically-constrained Minimum-norm Estimates: an Auditory Attention Example
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Computation of Atmospheric Concentrations of Molecular Clusters from ab initio Thermochemistry
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结论:

  • 贝叶斯优化为分子几何学搜索提供了一种可行的无梯度方法.
  • 拟议的BO策略有效地处理噪音能量数据,模拟量子计算的局限性.
  • 这种方法准确地识别了关键的分子结构,为量子增强的化学模拟铺平了道路.