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相关概念视频

Mechanism of Lamellipodia Formation01:31

Mechanism of Lamellipodia Formation

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Cells migrating in response to external stimuli form lamellipodia, which are thin membrane protrusions supported by a mesh of linked, branched, or unbranched actin filaments. These actin filaments interact with myosin motor proteins, creating the dynamic actomyosin complex within the cytoskeleton. Contractility, or the ability to generate contractile stress, is inherent to the actomyosin complex. It helps cells detect the stiffness of the surrounding ECM and exert contractile force for...
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Relationship Formation02:12

Relationship Formation

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What do you think is the single most influential factor in determining with whom you become friends and whom you form romantic relationships? You might be surprised to learn that the answer is simple: the people with whom you have the most contact. This most important factor is proximity. You are more likely to be friends with people you have regular contact with. For example, there are decades of research that shows that you are more likely to become friends with people who live in your dorm,...
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Formation of Higher-order Actin Filaments01:11

Formation of Higher-order Actin Filaments

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The polymerization of G-actin monomers into filamentous F-actin is a multi-step process. Once the F-actins are formed, they can bundle together in different arrangements to form higher-order networks and regulate cellular functions. Common examples include the formation of lamellipodia and filopodia at the cell's leading edge by actin reorganization in a migrating cell. The microvilli on the brush border epithelial cells are also formed through the F-actin network.
The high-order actin...
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Social Loafing01:37

Social Loafing

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Another way in which a group presence can affect performance is social loafing—the exertion of less effort by a person working together with a group. Social loafing occurs when our individual performance cannot be evaluated separately from the group. Thus, group performance declines on easy tasks (Karau & Williams, 1993). Essentially individual group members loaf and let other group members pick up the slack. Because each individual’s efforts cannot be evaluated,...
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Multimachine Stability01:25

Multimachine Stability

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Multimachine stability analysis is crucial for understanding the dynamics and stability of power systems with multiple synchronous machines. The objective is to solve the swing equations for a network of M machines connected to an N-bus power system.
In analyzing the system, the nodal equations represent the relationship between bus voltages, machine voltages, and machine currents. The nodal equation is given by:
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Bewley Lattice Diagram01:12

Bewley Lattice Diagram

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The Bewley lattice diagram, developed by L. V. Bewley, effectively organizes the reflections occurring during transmission-line transients. It visually represents how voltage waves propagate and reflect within a transmission line, making it easier to understand the complex interactions that occur.
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相关实验视频

Updated: Jan 9, 2026

Generating a Fractal Microstructure of Laminin-111 to Signal to Cells
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Generating a Fractal Microstructure of Laminin-111 to Signal to Cells

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多个LLM之间的网络形成和动态.

Marios Papachristou1,2, Yuan Yuan3

  • 1Department of Information Systems, W.P. Carey School of Business, Arizona State University, 400 E Lemon St, Tempe, AZ 85281, USA.

PNAS nexus
|December 4, 2025
PubMed
概括
此摘要是机器生成的。

大型语言模型 (LLM) 模仿人类社交网络的形成,在友和专业环境中复制关键原则. 这显示了LLMs.

关键词:
基于代理的建模.大型语言模型.网络的形成 网络的形成网络 网络 网络 网络 网络 网络模拟器模拟器模拟器模拟器

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Generating a Fractal Microstructure of Laminin-111 to Signal to Cells

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科学领域:

  • 社交网络分析分析
  • 人工智能的人工智能是人工智能.
  • 计算社会科学 计算社会科学

背景情况:

  • 社交网络是人类互动,意见形成和集体组织的基础.
  • 大型语言模型 (LLM) 越来越多地融入社会和专业环境.
  • 了解LLM网络动态对于评估其社会影响至关重要.

研究的目的:

  • 引入一个框架来研究多个LLM代理人的网络形成行为.
  • 为了将LLM网络形成与人类决策进行基准测试.
  • 探索LLM适应不同社会背景的适应性.

主要方法:

  • 开发一个框架来分析LLM代理互动.
  • 将LLM决策与人类链接形成数据进行比较.
  • 在合成和现实世界的网络数据集之间进行测试 (友,电信,就业).

主要成果:

  • 简单的LLM复制了核心微层网络原则 (优先附加,三位式关闭,同类性).
  • 在LLM中,重复宏观网络属性 (社区结构,小世界效应).
  • 法学士网络行为适应上下文,有利于友中的同性恋和组织环境中的异性恋.

结论:

  • 法律学士表现出与人际网络形成原则的显著一致.
  • 在社会模拟和合成数据生成方面,LLM具有潜力.
  • 强调了人工智能与人类网络交互的偏见和公平性风险.