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Materials Informatics (MI) is a new research field born from the fusion of materials science and data science. Despite having only a 20-year history, MI has garnered significant attention, with major milestones such as AlphaFold, a machine-learning model that predicts protein structures, winning the Nobel Prize in Chemistry. In this blog, I have gathered and compiled information related to MI. I hope it proves useful for your studies.

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History

Early stage (2000~)

Materials Genome Initiative (2011 ~ 2016)

Introduction of Deep Learning to MI (2017 ~)

Experimental Automation through Robotic Technology

Entry of Big Tech companies

Database

Materials project

Starrydata2

Others

Data Extraction

Text mining

Feature Extraction

Composition

Data analysis

Deep Learning