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相关概念视频

Accelerators01:17

Accelerators

292
Accelerators in concrete serve as admixtures to speed up the hardening process, enabling the concrete to achieve early strength faster. Although accelerators do not necessarily impact the time it takes concrete to set, they reduce this time in practice. A common accelerator is calcium chloride, which is particularly useful for hastening early strength development in cold weather or for rapid repair jobs that require quick heat generation after mixing.
The effectiveness of calcium chloride can...
292
Relative Risk01:12

Relative Risk

2.2K
Relative risk (RR) is a statistical measure commonly used in epidemiology to compare the likelihood of a particular event occurring between two groups. This metric is important for evaluating the relationship between exposure to a specific risk factor and the probability of a particular outcome. It plays a crucial role in medical research, public health studies, and risk assessment. Relative risk quantifies how much more (or less) likely an event is to occur in an exposed group compared to an...
2.2K
Average Acceleration01:30

Average Acceleration

14.2K
The importance of understanding acceleration spans our day-to-day experiences, as well as the vast reaches of outer space and the tiny world of subatomic physics. In everyday conversation, to accelerate means to speed up. For instance, we are familiar with the acceleration of our car; the harder we apply our foot to the gas pedal, the faster we accelerate. The greater the acceleration, the greater the change in velocity over a given time. Acceleration is widely seen in experimental physics. In...
14.2K
Instantaneous Acceleration01:16

Instantaneous Acceleration

23.2K
Acceleration is in the direction of the change in velocity, but it is not always in the direction of motion. When an object slows down, its acceleration is opposite to the direction of its motion. Although commonly referred to as deceleration, this causes confusion in our analysis as deceleration is not a vector, and does not point to a specific direction with respect to a coordinate system. Therefore, the term deceleration is not used. For example, when a subway train slows down, it...
23.2K
Acceleration Vectors01:30

Acceleration Vectors

23.2K
In everyday conversation, accelerating means speeding up. Acceleration is a vector in the same direction as the change in velocity, Δv, therefore the greater the acceleration, the greater the change in velocity over a given time. Since velocity is a vector, it can change in magnitude, direction, or both. Thus acceleration is a change in speed or direction, or both. For example, if a runner traveling at 10 km/h due east slows to a stop, reverses direction, and continues their run at 10 km/h...
23.2K
Accelerating Fluids01:17

Accelerating Fluids

2.3K
When a fluid is in constant acceleration, the pressure and buoyant force equations are modified. Suppose a beaker is placed in an elevator accelerating upward with a constant acceleration, a. In the beaker, assume there is a thin cylinder of height h with an infinitesimal cross-sectional area, ΔS.
The motion of the liquid within this infinitesimal cylinder is considered to obtain the pressure difference. Three vertical forces act on this liquid:
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相关实验视频

Updated: Feb 10, 2026

Evaluation of Colorectal Cancer Risk and Prevalence by Stool DNA Integrity Detection
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如果没有保障措施,人工智能与生物学的整合可能会加速未来的流行病.

Dianzhuo Wang1, Marian Huot1,2, Zechen Zhang3

  • 1Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, United States.

Frontiers in microbiology
|February 9, 2026
PubMed
概括

蛋白质语言模型 (pLMs) 加快了疫苗和治疗药物的生物设计. 然而,人工智能驱动的蛋白质工程也带来了双重使用的风险,需要在人工智能生物学系统中采取保护措施.

关键词:
生物安全性 生物安全性关注的双重用途研究 (DURC)智能自动化生物学 智能自动化生物学蛋白质设计 蛋白质设计蛋白质语言模型的模型

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科学领域:

  • 生物技术是生物技术.
  • 人工智能的人工智能
  • 计算生物学 计算生物学

背景情况:

  • 人工智能 (AI) 正在彻底改变生物物质的设计.
  • 在大量序列数据上训练的蛋白质语言模型 (pLM) 可以预测,生成和优化蛋白质.
  • 集成到实验管道中的pLM可以实现快速,闭环的生物设计.

研究的目的:

  • 在pLM驱动的蛋白质健身优化方面取得的进展.
  • 在病毒演化和实验室工作流程中批判性地评估pLM应用.
  • 为集成的人工智能-生物学系统提出框架和保障措施.

主要方法:

  • 概述了蛋白质工程的pLM应用的最新进展.
  • 分析pLM与实验工作流程的整合,包括主动学习和自动化.
  • 为人工智能生物系统开发面向能力的框架.

主要成果:

  • pLMs显著加速功能蛋白质的设计和优化.
  • 人工智能驱动的方法正在应用于病毒进化研究.
  • 当前的人工智能生物学系统存在双重使用风险,需要仔细考虑.

结论:

  • 人工智能,特别是pLM,在生物设计方面提供了前所未有的速度,影响了疫苗和治疗发现等领域.
  • 人工智能在生物学领域的快速发展需要一个框架来评估综合系统,并解决潜在的双重用途问题.
  • 需要进行研究,以在训练和推断阶段为人工智能生物学系统制定保护措施.