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DeepModeling Tutorial
devel

Getting Started

  • 1. Using DeePMD-Kit
  • 2. Using DP-GEN

Case Studies

  • 1. Practical-Guidelines-for-DP
  • 2. Convergence-Test
  • 3. Gas-Phase
  • 4. Mg-Y_alloy
  • 5. Transfer-learning

Resources

  • 1. Learning Resources
    • 1.1. Some Video Resources:
      • 1.1.1. Basic theoretical courses:
      • 1.1.2. DeePMD-kit and DP-GEN
  • 2. Writing Tips

Q & A

  • Q & A
DeepModeling Tutorial
  • 1. Learning Resources
  • Edit on GitHub

1. Learning Resources

Here is the learning Resources:

  • Video Tutorials(Chinese)

1.1. Some Video Resources:

1.1.1. Basic theoretical courses:

  • 基于深度学习的分子动力学模拟

  • 强化分子动力学简介

  • DeePKS: a machine learning assisted electronic structure model

1.1.2. DeePMD-kit and DP-GEN

  • DeePMD-kit和DP-GEN安装:刘锦程亲授

  • DeePMD-kit和DP-GEN简单使用:Hackthon演讲

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