Scientific capabilities and deployment sustainability of small-scale LLMs in biological wastewater treatment

Run-Ze Xu, Chu-Kuan Jiang, Dylan Ming-Han Li +3

Large language models (LLMs) are emerging as scientific assistants, yet their computational demands and limited domain specialization constrain sustainable deployment in environmen…