https://github.com/llnl/sedov-ml

Machine learning for predicting physics variables in Sedov blast simulation.
https://github.com/llnl/sedov-ml

machine-learning simulation

Last synced: about 1 month ago
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Machine learning for predicting physics variables in Sedov blast simulation.

• Host: GitHub
• URL: https://github.com/llnl/sedov-ml
• Owner: LLNL
• Created: 2019-01-18T00:40:04.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2019-01-18T00:59:51.000Z (about 6 years ago)
• Last Synced: 2024-11-11T21:38:50.554Z (3 months ago)
• Topics: machine-learning, simulation
• Language: Roff
• Size: 46.6 MB
• Stars: 5
• Watchers: 6
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Sedov-ML: Machine Learning for Sedov Blast

## Mokbel Karam, Ming Jiang, Fady Najjar

Machine learning for predicting physics variables in Sedov blast simulation.

This library contains pieces of software to run the Sedov blast simulation code, to generate the training data from the simulation, to run the machine learning code from scikit-learn/TensorFlow/Keras library, and to perform evaluation on the prediction results using machine learning models.

Unclassified/Open Source Distribution  

LLNL-CODE-758928  

Version 1.0