Fig. 1: The on-demand customization of CPP films with target functionality guided by LLMs and transfer learning.
From: Design of circularly polarized phosphorescence materials guided by transfer learning

a Recommendation of target materials with LLMs. b Construction of the structure-spectrum-function relationship based on transfer learning. c Inverse design and customized manufacturing of CPP films with target functionality.