On the use of infrared spectroscopy and statistical learning with sparsity to characterize hydrocarbon fuels /
Two strategies (named strategy 1 and 2) on using infrared absorption spectra and sparse statistical models to characterize hydrocarbon fuels are proposed and demonstrated in this dissertation. Specifically, linear models and generalized linear models with Lasso and grouped-Lasso regularization are u...
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| Format: | Thesis Book |
| Language: | English |
| Published: |
[Stanford, California] :
[Stanford University],
2020
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