Published September 15, 2024
| Version pC20_MLP_v1.0
Software
Open
SoftMatter-SCU/pC20_MLP: pC20_MLP_v1.0
Authors/Creators
Description
We trained a multilayer perceptron model with interpretable features for predicting the adsorption efficiency of surfactants, and visualized the structure–adsorption efficiency relationship using clustering. You can replicate this process with the raw data and code provided in the repository.
Full Changelog: https://github.com/SoftMatter-SCU/pC20_MLP/commits/pC20_MLP_v1.0
Files
SoftMatter-SCU/pC20_MLP-pC20_MLP_v1.0.zip
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(649.3 kB)
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Additional details
Related works
- Is supplement to
- Software: https://github.com/SoftMatter-SCU/pC20_MLP/tree/pC20_MLP_v1.0 (URL)