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相关概念视频

Non-equilibrium in the Cell01:16

Non-equilibrium in the Cell

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An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
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Issues And Trends In Healthcare Delivery System01:29

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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
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Automatic Processing and Automatic Social Behavior01:28

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Automatic processing refers to the cognitive operations that occur without conscious intent or awareness, playing a fundamental role in shaping social cognition and behavior. These processes enable individuals to navigate complex social environments efficiently by relying on mental shortcuts and pre-existing knowledge structures known as schemas. One of the most influential mechanisms underlying automatic processing is priming, which subtly activates mental representations through exposure to...
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Ampere-Maxwell's Law: Problem-Solving01:17

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A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
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Updated: Jan 10, 2026

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通过人工智能加速科学发展

Darío Gil1, Kathryn A Moler2

  • 1Darío Gil is the undersecretary for Science, US Department of Energy, Washington, DC, USA, and director of the Genesis Mission.

Science (New York, N.Y.)
|November 25, 2025
PubMed
概括
此摘要是机器生成的。

将人工智能 (AI) 整合到研究工作流程中可以提高科学生产力. 实现这一潜力需要基础设施的发展和政策赋予科学家人工智能创新.

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科学领域:

  • 科学研究
  • 人工智能
  • 计算机科学

背景情况:

  • 通过整合人工智能 (AI) 可以显著提高科学生产力.
  • 美国创世任务的公告强调了在研究中采用人工智能的战略规划的需要.
  • 目前的研究工作流程缺乏有效实施人工智能所需的综合基础设施和政策.

研究的目的:

  • 概述将人工智能整合到研究工作流程中的关键组件.
  • 提出一个双重的方法,专注于人工智能驱动的科学进步的基础设施和政策.
  • 激发关于利用人工智能加速科学发现和创新的讨论.

主要方法:

  • 在研究中整合人工智能的概念框架.
  • 分析基础设施需求,包括数据,算法,硬件和代理控制.
  • 在人工智能驱动的研究中授权科学家的政策和资源评估.

主要成果:

  • 成功整合人工智能需要包括数据,算法,硬件和控制系统的强大基础设施.
  • 有效的政策和资源配置对于科学家利用人工智能至关重要.
  • 人工智能创新与科学进步之间存在协同作用.

结论:

  • 人工智能融入研究工作流程为提高科学生产力提供了巨大的潜力.
  • 实现这一潜力需要在构建综合人工智能基础设施和制定支持性政策方面做出平行努力.
  • 授权科学家是促进人工智能创新与科学进步之间反循环的关键.