Artificial Intelligence Empowered New Materials: Discovery, Synthesis, Prediction to Validation

Abstract

A comprehensive review focused on the recent advancement of artificial intelligence (AI) powered materials research from various aspects, including material discovery, synthesis, prediction and validation, is presented. The design strategies for the enhanced performance of AI for materials can be implemented from various procedures for cognizance of existing materials and discovery of novel materials with the data processing, algorithm design and automated laboratory construction included. A broad outlook on the future considerations of the AI systems for material is proposed.