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DeepModeling Tutorial
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Getting Started

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

Case Studies

  • 1. Practical-Guidelines-for-DP
  • 2. Convergence-Test
  • 3. Gas-Phase
    • 3.1. Simulation of the oxidation of methane
  • 4. Mg-Y_alloy
  • 5. Transfer-learning

Resources

  • 1. Learning Resources
  • 2. Writing Tips

Q & A

  • Q & A
DeepModeling Tutorial
  • 3. Gas-Phase
  • Edit on GitHub

3. Gas-Phase

Methane

  • 3.1. Simulation of the oxidation of methane
    • 3.1.1. Step 1: Preparing the reference dataset
    • 3.1.2. Step 2. Training the Deep Potential (DP)
    • 3.1.3. Step 3: Freeze the model
    • 3.1.4. Step 4: Running MD simulation based on the DP
    • 3.1.5. Step 5: Analysis of the trajectory
    • 3.1.6. Acknowledge
    • 3.1.7. References
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