Name		Name	Last commit message	Last commit date
Latest commit History 169 Commits
.github/workflows		.github/workflows
Images		Images
PhysicalPlots		PhysicalPlots
PlotsforDissertation		PlotsforDissertation
checkpoints		checkpoints
data		data
docs		docs
other_scripts		other_scripts
simulFiles		simulFiles
src		src
.gitignore		.gitignore
LICENSE		LICENSE
NeuralNet.py		NeuralNet.py
NeuralNet_heatmap.py		NeuralNet_heatmap.py
README.md		README.md
SVM.py		SVM.py
SVM_grid_search_results.csv		SVM_grid_search_results.csv
SVM_grid_search_results_v2.csv		SVM_grid_search_results_v2.csv
SVM_heatmap.py		SVM_heatmap.py
data_visualization.py		data_visualization.py
model.pth		model.pth
requirements.txt		requirements.txt
results.json		results.json
results_augmented.json		results_augmented.json
sample_effiency.py		sample_effiency.py

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KineticLearn

About

This repository presents two machine learning models for the prediction of reaction rate coefficients of heavy-species in low-temperature plasma chemistry. Developed as part Master thesis at IST, Lisbon.

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MIT license