Leveraging large language models for complex systems analysis: Opportunities, challenges, and future directions: Comment on “LLMs and generative agent-based models for complex systems research” by Y. Lu et al.

Yanan Wang; Xiaofang Duan; Xing Pan; Yini Geng

doi:10.1016/j.plrev.2025.04.003

Leveraging large language models for complex systems analysis: Opportunities, challenges, and future directions: Comment on “LLMs and generative agent-based models for complex systems research” by Y. Lu et al.

Yanan Wang
, Xiaofang Duan
, Xing Pan^*
, Yini Geng

^*Corresponding author for this work

School of Reliability and Systems Engineering

Research output: Contribution to journal › Comment/debate

Original language	English
Pages (from-to)	294-296
Number of pages	3
Journal	Physics of Life Reviews
Volume	53
DOIs	https://doi.org/10.1016/j.plrev.2025.04.003
State	Published - Jul 2025

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10.1016/j.plrev.2025.04.003

Cite this

@article{563fef09768549c3b75bbc5d2e457fd8,

title = "Leveraging large language models for complex systems analysis: Opportunities, challenges, and future directions: Comment on “LLMs and generative agent-based models for complex systems research” by Y. Lu et al.",

author = "Yanan Wang and Xiaofang Duan and Xing Pan and Yini Geng",

year = "2025",

month = jul,

doi = "10.1016/j.plrev.2025.04.003",

language = "英语",

volume = "53",

pages = "294--296",

journal = "Physics of Life Reviews",

issn = "1571-0645",

publisher = "Elsevier B.V.",

}

Leveraging large language models for complex systems analysis: Opportunities, challenges, and future directions: Comment on “LLMs and generative agent-based models for complex systems research” by Y. Lu et al. / Wang, Yanan; Duan, Xiaofang; Pan, Xing et al.
In: Physics of Life Reviews, Vol. 53, 07.2025, p. 294-296.

Research output: Contribution to journal › Comment/debate

TY - JOUR

T1 - Leveraging large language models for complex systems analysis

T2 - Opportunities, challenges, and future directions: Comment on “LLMs and generative agent-based models for complex systems research” by Y. Lu et al.

AU - Wang, Yanan

AU - Duan, Xiaofang

AU - Pan, Xing

AU - Geng, Yini

PY - 2025/7

Y1 - 2025/7

UR - https://www.scopus.com/pages/publications/105003118010

U2 - 10.1016/j.plrev.2025.04.003

DO - 10.1016/j.plrev.2025.04.003

M3 - 评论/辩论

C2 - 40279801

AN - SCOPUS:105003118010

SN - 1571-0645

VL - 53

SP - 294

EP - 296

JO - Physics of Life Reviews

JF - Physics of Life Reviews

ER -

Leveraging large language models for complex systems analysis: Opportunities, challenges, and future directions: Comment on “LLMs and generative agent-based models for complex systems research” by Y. Lu et al.

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