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College research project on basic exploration of deep learning in physics

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54 Commits
data
data
 
 
image
image
 
 
utils
utils
 
 
.gitignore
.gitignore
 
 
2-15-2018 - Basic sine wave.ipynb
2-15-2018 - Basic sine wave.ipynb
 
 
2-21-2018 - Noisy sine.ipynb
2-21-2018 - Noisy sine.ipynb
 
 
2-28-2018 - Noisy sine.ipynb
2-28-2018 - Noisy sine.ipynb
 
 
3-10-2018 - Mass on spring.ipynb
3-10-2018 - Mass on spring.ipynb
 
 
3-5-2018 - Noisy sine.ipynb
3-5-2018 - Noisy sine.ipynb
 
 
3-7-2018 - Noisy sine.ipynb
3-7-2018 - Noisy sine.ipynb
 
 
4-11-2018 - Generic sine.ipynb
4-11-2018 - Generic sine.ipynb
 
 
4-18-2018 - Lorentz system.ipynb
4-18-2018 - Lorentz system.ipynb
 
 
4-25-2018 - Double pendulum.ipynb
4-25-2018 - Double pendulum.ipynb
 
 
4-27-2018 - Double pendulum.ipynb
4-27-2018 - Double pendulum.ipynb
 
 
4-28-2018 - Double pendulum.ipynb
4-28-2018 - Double pendulum.ipynb
 
 
4-28-2018 - Generic sine.ipynb
4-28-2018 - Generic sine.ipynb
 
 
4-6-2018 - Mass on spring.ipynb
4-6-2018 - Mass on spring.ipynb
 
 
5-10-2018 - Double pendulum.ipynb
5-10-2018 - Double pendulum.ipynb
 
 
5-10-2018 - Generic sine.ipynb
5-10-2018 - Generic sine.ipynb
 
 
5-10-2018 - Noisy sine.ipynb
5-10-2018 - Noisy sine.ipynb
 
 
5-11-2018 - Noisy sine.ipynb
5-11-2018 - Noisy sine.ipynb
 
 
5-12-2018 - Generic sine.ipynb
5-12-2018 - Generic sine.ipynb
 
 
5-12-2018 - Noisy sine.ipynb
5-12-2018 - Noisy sine.ipynb
 
 
5-13-2018 - Damped single pendulum.ipynb
5-13-2018 - Damped single pendulum.ipynb
 
 
5-13-2018 - Decaying sine.ipynb
5-13-2018 - Decaying sine.ipynb
 
 
5-13-2018 - Double pendulum.ipynb
5-13-2018 - Double pendulum.ipynb
 
 
5-13-2018 - Generic sine.ipynb
5-13-2018 - Generic sine.ipynb
 
 
5-13-2018 - Mass on spring.ipynb
5-13-2018 - Mass on spring.ipynb
 
 
5-13-2018 - Noisy sine.ipynb
5-13-2018 - Noisy sine.ipynb
 
 
5-13-2018 - Simple sine.ipynb
5-13-2018 - Simple sine.ipynb
 
 
5-14-2018 - Damped single pendulum-epoch scanning.ipynb
5-14-2018 - Damped single pendulum-epoch scanning.ipynb
 
 
5-14-2018 - Damped single pendulum.ipynb
5-14-2018 - Damped single pendulum.ipynb
 
 
5-14-2018 - Double pendulum.ipynb
5-14-2018 - Double pendulum.ipynb
 
 
5-14-2018 - Experimental double pendulum 1.ipynb
5-14-2018 - Experimental double pendulum 1.ipynb
 
 
5-15-2018 - Damped single pendulum.ipynb
5-15-2018 - Damped single pendulum.ipynb
 
 
5-15-2018 - Double pendulum.ipynb
5-15-2018 - Double pendulum.ipynb
 
 
5-15-2018 - Experimental double pendulum 1-Copy1.ipynb
5-15-2018 - Experimental double pendulum 1-Copy1.ipynb
 
 
5-15-2018 - Experimental double pendulum 1.ipynb
5-15-2018 - Experimental double pendulum 1.ipynb
 
 
5-15-2018 - Experimental double pendulum 2.ipynb
5-15-2018 - Experimental double pendulum 2.ipynb
 
 
Progress_report.md
Progress_report.md
 
 
README.md
README.md
 
 
edp2_5-15.h5
edp2_5-15.h5
 
 

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Dynamical system modelling using neural networks

Dependency

  • python
  • numpy
  • keras
  • tensorflow
  • jupyter notebook

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College research project on basic exploration of deep learning in physics

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