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[网络研讨会] 材料研究的新范式——机器学习（CGCNN）

· virtuallab

webinar matsq 109

MatSQ Webinar

A New Paradigm of Materials Research – Machine Learning(CGCNN)

Join the MatSQ 109 webinar to learn how to use CGCNN feature on Materials Square. In this webinar, you’ll learn the basic theory of machine learning(ANN, CNN, and GNN) for materials simulation and how to use CGCNN module on MatSQ.◼︎ Presenter: Minkyu Park, Ph.D. (CSO/Virtual Lab Inc.)

◼︎ Contents: 

  • – Graph Neural Network(GNN) and Convolution Neural Network(CNN)
  • – Crystal Graph Convolution Neural Network(CGCNN)
  • – Tutorial: CGCNN on Materials Square


Watch the webinar

Please download the files below for a tutorial session.

  • Structure file: https://bit.ly/3dGrQip
  • Training set: https://bit.ly/3bRvQKv
  • Presentation file: https://bit.ly/301CTue