physics-based-DL

https://srinath2022.github.io/physics-based-DL/intro.html
Experiments on Physics based DL. Using physics equations to guide the training along with supervised loss.
Inspired from https://physicsbaseddeeplearning.org/physicalloss.html

Work done as part of UCLA VMG group.

Name		Name	Last commit message	Last commit date
Latest commit History 33 Commits
.gitignore		.gitignore
AGentleStart.ipynb		AGentleStart.ipynb
DL_displacement_only.png		DL_displacement_only.png
DL_physics_displacemnet_only.png		DL_physics_displacemnet_only.png
Physics_DL_drawio.png		Physics_DL_drawio.png
README.md		README.md
_config.yml		_config.yml
_toc.yml		_toc.yml
comparison.png		comparison.png
dl_disp.png		dl_disp.png
dlphysics_disp.png		dlphysics_disp.png
errorvsdsetsize.png		errorvsdsetsize.png
intro.md		intro.md
logo_phy.png		logo_phy.png
markdown-notebooks.md		markdown-notebooks.md
markdown.md		markdown.md
notebooks.ipynb		notebooks.ipynb
onlydldisplacement.png		onlydldisplacement.png
onlyphysics.png		onlyphysics.png
performance_comp1.png		performance_comp1.png
references.bib		references.bib
requirements.txt		requirements.txt
simpleExperiment.ipynb		simpleExperiment.ipynb
simpleExperimentWithAir.ipynb		simpleExperimentWithAir.ipynb
simulation.png		simulation.png
toyexample.ipynb		toyexample.ipynb
toyexample_simple.md		toyexample_simple.md

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