https://github.com/asem000/kelvin-helmholtz-using-deep-learning

Solving Kelvin Helmholtz instability by DiffusionNet
https://github.com/asem000/kelvin-helmholtz-using-deep-learning

Last synced: about 1 year ago
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Solving Kelvin Helmholtz instability by DiffusionNet

• Host: GitHub
• URL: https://github.com/asem000/kelvin-helmholtz-using-deep-learning
• Owner: ASEM000
• License: mit
• Created: 2020-12-22T12:19:26.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2020-12-22T12:31:34.000Z (over 5 years ago)
• Last Synced: 2025-01-29T15:13:18.914Z (over 1 year ago)
• Language: Jupyter Notebook
• Size: 33.5 MB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          

## Solving Kelvin Helmholtz instability by DiffusionNet

### Example 1

![image](https://i.imgur.com/2g2Knsu.png)

### Example 2

![image](https://i.imgur.com/StL3YkW.png)

### Example 3

![image](https://i.imgur.com/41I6MFa.png)

### Loss curve

![image](https://i.imgur.com/AKmX1H9.png)

**Numerical solver is provided by Philip Mocz**

You can change  parameters of the instability , and then retrain the model following the notebook provided