HITL_Adaptive_Active_Learning_Lithium. This repository contains code for leveraging Human-AI synergy in adaptive active learning to optimize continuous lithium carbonate crystallization. As demand rises, our framework accelerates lithium extraction from challenging sources, improving impurity tolerance and promoting sustainable utilization of North American reserves.