Welcome to DeepModeling Tutorial!

Hi everyone, here are the tutorials for DeepModeling Projects.

Getting Started

• 1. Using DeePMD-Kit
  • 1.1. Introduction
  • 1.2. Installation
  • 1.3. Theory
  • 1.4. How to Setup a DeePMD-kit Training within 5 Minutes
  • 1.5. Handson-Tutorial(v2.0.3)
• 2. Using DP-GEN
  • 2.1. Install DP-GEN
  • 2.2. Hands-on tutorial for DP-GEN (v0.10.6)

Case Studies

• 1. Practical-Guidelines-for-DP
  • 1.1. Practical Guidelines for DP
• 2. Convergence-Test
  • 2.1. Convergence Test
• 3. Gas-Phase
  • 3.1. Simulation of the oxidation of methane
• 4. Mg-Y_alloy
  • 4.1. Mg-Y alloy system
• 5. Transfer-learning
  • 5.1. Transfer-learning

Resources

• 1. Learning Resources
  • 1.1. Some Video Resources：
• 2. Writing Tips
  • 2.1. Write in Markdown and Put into proper directories.
  • 2.2. Change indexs.rst to show your doc.

Q & A

• Q & A

Discussions and Feedbacks:

The tutorials need feedbacks from you. If you think some tutorials are confused, please write your feedbacks on our discussion board.

Working Now:

At present, we are writing tutorials for:

• DeePMD-kit

• DP-GEN

Another team focus on writing some brief materials about AI + Science for beginners, such as:

• What is machine learning

• What is MD(Molecular Dynamics)

• The core concept about AI + Science

Indices and tables

• Index

• Module Index

• Search Page