Autonomous inverse modeling of complex groundwater systems via a physics-integrated large language model multi-agent framework

Funing Ma, Junjun Chen, Zhenxue Dai, Fangfei Cai, Yingtao Hu

Open source

DOI
10.1016/j.watres.2026.125886
Published
2026-07
Container
Water Research
Publisher
Elsevier BV
Open access
unknown

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BibTeX

@article{allodium:10.1016/j.watres.2026.125886,
  title = {Autonomous inverse modeling of complex groundwater systems via a physics-integrated large language model multi-agent framework},
  author = {Funing Ma and Junjun Chen and Zhenxue Dai and Fangfei Cai and Yingtao Hu},
  year = {2026},
  journal = {Water Research},
  doi = {10.1016/j.watres.2026.125886},
  url = {https://doi.org/10.1016/j.watres.2026.125886}
}

RIS

TY  - JOUR
TI  - Autonomous inverse modeling of complex groundwater systems via a physics-integrated large language model multi-agent framework
AU  - Funing Ma
AU  - Junjun Chen
AU  - Zhenxue Dai
AU  - Fangfei Cai
AU  - Yingtao Hu
PY  - 2026
JO  - Water Research
DO  - 10.1016/j.watres.2026.125886
UR  - https://doi.org/10.1016/j.watres.2026.125886
ER  - 

APA

Ma, F., Chen, J., Dai, Z., Cai, F., & Hu, Y. (2026). Autonomous inverse modeling of complex groundwater systems via a physics-integrated large language model multi-agent framework. Water Research. https://doi.org/10.1016/j.watres.2026.125886

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