The scientific foundation behind Materials Intelligence Portal: materials-intelligence theory, robotic synthesis hardware, and the recipe-language-model closed loop for perovskite solar cells.
Defines the reading-doing-thinking paradigm that connects data-guided rational design, robotic controllable synthesis, and autonomous inverse design.
Demonstrates a data-mining, automated synthesis, in situ characterization, and inverse-design framework for morphology-controlled nanocrystal synthesis.
Shows how 11 robotic boxes, a recipe language model, and a coordinating language agent can form a closed loop for perovskite solar cell fabrication and mechanistic reasoning.