The potential and challenges of large language model agent systems in chemical process simulation: from automated modeling to intelligent design
The potential and challenges of large language model agent systems in chemical process simulation: from automated modeling to intelligent design
Wenli Du,Shaoyi Yang
2025 · DOI: 10.1007/s11705-025-2587-5
Frontiers of Chemical Science and Engineering · 1 Citations
TLDR
This paper reviews the key barriers to broader adoption of large language model-based agent systems, including unstable software interfaces, limited dynamic modeling accuracy, and difficulties in multimodal data integration, which hinder scalable deployment and proposes a technical framework centered on three pillars.