Review discusses the evolution of materials informatics towards autonomous discovery, indicating future scientific advancements.
Materials Informatics Tree depicting the evolution of materials informatics from foundational ideas in information theory and aperiodic crystals to neural networks, the Materials Genome Initiative, self-driving laboratories, and materials LLMs. The ascending spiral symbolizes the integration of data, intelligence, and automation toward the 2025+ vision of the virtual scientist. More details can be found in the Review by Turab Lookman, YuJie Liu, and Zhibin Gao (DOI: 10.1002/adma.202515941).
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Lookman et al. (2026) studied this question.
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