Methodology

POSTECH ICMELaboratory

Machine Learning

  • Computational Materials Science

    Machine Learning

    We are trying to find materials with properties of interest through investigations of key parameters learned from the large database.

<대표논문>

  • 1. "Machine-learning-accelerated high-throughput materials screening: Discovery of novel quaternary Heusler compounds", Physical Review Materials 2, 123801 (2018)
  • 2. "Integrated Computational Materials Engineering of Fire-Resistant Steels", Materials & Design 251, 113721 (2025)