Commanding emergent behavior with neural networks

Dongjo Kim

doi:10.1016/j.xcrp.2025.102857

2025-09-24

Dongjo Kim

Jeongsu Lee *

Ho‐Young Kim *

DOI：10.1016/j.xcrp.2025.102857

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摘要

En 中文

• 神经网络能够控制复杂集体运动的涌现 • 集体模式的涌现时间、规模和模式被操纵 • 该框架通过学习GPS数据再现了现实世界鸟群的动力学行为 • 在受限或充满障碍的环境中维持了稳健的涌现

Keyword:

collective motion

emergent behavior

complex system

agent-based models

physics-informed neural network

machine learning

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Cell Reports Physical Science

IF:

7.3

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2.8K

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Seoul National University

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4.9K

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kyung hee university

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2.3W

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