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

Basic Equation for Pressure Field01:13

Basic Equation for Pressure Field

218
The basic equation for a pressure field in fluid mechanics captures the balance of forces within any segment of fluid, providing a foundational understanding of how pressure changes within fluids under various forces. Generally, two main types of forces act on any part of a fluid: surface forces and body forces. Surface forces arise from pressure differences across points within the fluid, which result in net forces that can vary depending on the local pressure gradient. Body forces, on the...
218
Pressure Variation in a Fluid at Rest01:11

Pressure Variation in a Fluid at Rest

253
In a fluid at rest, the pressure at any point beneath the fluid surface depends solely on the depth, not on the container's shape or size. This principle, known as hydrostatic pressure, arises because, in stationary fluids, there is no acceleration, meaning the forces within the fluid balance out. Only vertical forces, caused by the weight of the fluid above, contribute to pressure changes with depth.
When measuring pressure at two different levels within the fluid, the difference in...
253
Hydrostatic Pressure Force on a Curved Surface01:04

Hydrostatic Pressure Force on a Curved Surface

1.8K
Hydrostatic pressure on curved surfaces is a fundamental concept in fluid mechanics with broad applications in the civil engineering field. When fluid is in contact with a curved surface, as in a reservoir, dam, or storage tank, it exerts pressure that varies in magnitude and direction along the curved surface. To assess the total hydrostatic force exerted by the fluid on a curved structure, engineers typically isolate the fluid volume adjacent to the surface and analyze the forces acting on...
1.8K
Fluid Pressure over Curved Plate of Constant Width01:12

Fluid Pressure over Curved Plate of Constant Width

1.6K
When a curved plate of constant width is submerged in a liquid, the pressure acting normal to the plate varies continuously both in magnitude and direction. Calculating the magnitude and location of the resultant force at a point is often challenging for such cases. One of the methods to determine the resultant force and its location involves separately calculating the horizontal and vertical components of the resultant force. This complex calculation can be simplified by representing the...
1.6K
Fluid Pressure01:14

Fluid Pressure

604
In mechanical engineering, fluid pressure plays a critical role in designing systems that utilize liquid flow, such as hydraulic systems, pumps, and valves. When designing these systems, engineers must ensure they can withstand the forces created by fluid pressure to avoid damage or failure.
According to Pascal's law, a fluid at rest will generate equal pressure in all directions. This pressure is measured as a force per unit area, and its magnitude depends on the fluid's specific...
604
Pressure of Fluids01:14

Pressure of Fluids

15.9K
There are many examples of pressure in fluids in everyday life, such as in relation to blood (high or low blood pressure) and in relation to weather (high- and low-pressure weather systems). A given force can have a significantly different effect, depending on the area over which the force is exerted. For instance, a force applied to an area of 1 mm2 has a pressure that is 100 times greater than the same force applied to an area of 1 cm2. That's why a sharp needle is able to poke through...
15.9K

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

A Multi-Head Attention Transformer Model for Wearable in Situ Fall Detection.

IEEE access : practical innovations, open solutions·2026
Same author

Continuous forecasting of range-dependent ocean sound speed field: Diffusion model meets multi-output Gaussian process.

The Journal of the Acoustical Society of America·2026
Same author

Sensor beampattern and equivalent aperture in a distributed acoustic sensing system.

The Journal of the Acoustical Society of America·2026
Same author

Loss of ABCA3 disrupts lipid balance and leads to AMPK-dependent suppression of SREBP1 in glioblastoma stem cells.

Oncogene·2026
Same author

A deep learning approach to broadband modal propagation in various shallow water waveguides.

The Journal of the Acoustical Society of America·2026
Same author

Hankel-FNO: Fast underwater acoustic charting via physics-encoded Fourier neural operator.

The Journal of the Acoustical Society of America·2025

相关实验视频

Updated: Jul 1, 2025

Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression
11:26

Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression

Published on: December 10, 2014

12.4K

用物理信息的神经网络预测海洋压力场.

Seunghyun Yoon1,2, Yongsung Park2, Peter Gerstoft2

  • 1Department of Naval Architecture and Ocean Engineering, Seoul National University, Seoul 08826, Republic of Korea.

The Journal of the Acoustical Society of America
|March 13, 2024
PubMed
概括

这项研究引入了一个基于物理学的神经网络 (PINN),用于预测海洋声压场. 通过使用一个信封函数,PINNs有效地模拟复杂的声学环境,使用更少的数据.

更多相关视频

The Measurement of Unsteady Surface Pressure Using a Remote Microphone Probe
08:53

The Measurement of Unsteady Surface Pressure Using a Remote Microphone Probe

Published on: December 3, 2016

6.9K
Surrogate Model Development for Digital Experiments in Welding
09:17

Surrogate Model Development for Digital Experiments in Welding

Published on: March 28, 2025

828

相关实验视频

Last Updated: Jul 1, 2025

Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression
11:26

Assessing Cerebral Autoregulation via Oscillatory Lower Body Negative Pressure and Projection Pursuit Regression

Published on: December 10, 2014

12.4K
The Measurement of Unsteady Surface Pressure Using a Remote Microphone Probe
08:53

The Measurement of Unsteady Surface Pressure Using a Remote Microphone Probe

Published on: December 3, 2016

6.9K
Surrogate Model Development for Digital Experiments in Welding
09:17

Surrogate Model Development for Digital Experiments in Welding

Published on: March 28, 2025

828

科学领域:

  • 海洋声学 海洋声学
  • 机器学习是机器学习.
  • 计算物理学的计算物理.

背景情况:

  • 海洋声压场是复杂的,难以预测,特别是在长距离.
  • 传统的方法难以处理声学数据中快速波动的相位.
  • 准确的声场预测对于水下声学和声纳应用至关重要.

研究的目的:

  • 开发一种新的机器学习策略,用于预测海洋声压场.
  • 在复杂的海洋环境中提高声场预测的准确性和效率.
  • 利用物理信息的神经网络 (PINNs) 来改进数据驱动的建模.

主要方法:

  • 使用物理信息神经网络 (PINN),将声学数据与控制部分微分方程 (PDEs) 集成在一起.
  • 采用从抛物线方程技术中得到的外函数来处理相位变化.
  • 用范围深度数据训练神经网络,以预测复杂的声压.

主要成果:

  • 拟议的PINN战略有效地预测海洋波导中的声压场.
  • 使用信封函数显著提高神经网络的融合和准确性.
  • 即使训练数据有限,PINNs也表现出捕获PDE解决方案的能力.

结论:

  • 基于物理学的神经网络为海洋声压场预测提供了一种强大的方法.
  • 将物理定律与机器学习相结合,提高了复杂声学环境中的预测能力.
  • 该方法对现实世界的应用有希望,通过模拟和实验数据验证.