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Particle characterization by analyzing light scattering signals with a machine learning approach.

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https://zenodo.org/record/13334382
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资源简介:
This container includes the measurement data and trained machine learning models associated with the publication: "Particle Characterization by Analyzing Light Scattering Signals Using a Machine Learning Approach." There are three types of data, each marked with a specific prefix:- Data_- Pred Data_- Test Data_ The files with the prefix Data_ contain the data used to train the machine learning model. The files with the prefix Test Data_ contain the data used to test the machine learning model. The files with the prefix Pred Data_ contain the results generated after the test data was applied to the machine learning model. Additionally, there are pre-trained machine learning models with the prefix Model_. Moreover, a Wolfram Mathematica script is included for training and testing the machine learning models. The script Script Wolfram Mathematica is added  in .nb und in .pdf formats. The use of the data is permitted only for academic purposes and not for any commercial purposes.
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2025-04-08
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