GitHub - farhadsaff/Volcano: In my master’s study, I independently developed a creative function learning algorithm to summarize the experimental data. I intuitively created a simple formula which could accurately present more than 1GB of velocity data and make predictions for the missing experimental conditions. The formula was the result of more than 200 linear regressions that were later used in the numerical simulations to predict the collapse of the volcanic column. The regression formula encompassed the entrained velocity data as a function of the overpressure ratio, the axial location from the jet, and the density ratio. Researchers have cited the published work more than 18 times. Following link will direct you the publication in which the regression algorithm is detailed in the appendix: https://agupubs.onlinelibrary.wiley.com/doi/pdf/10.1029/2011JB008862 It also includes the data set for the entrainment ratio with respect to overpressure ratio and axial location from the jet. I will ultimately predict the collapse or rise of the volcanic eruption.

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In my master’s study, I independently developed a creative function learning algorithm to summarize the experimental data. I intuitively created a simple formula which could accurately present more than 1GB of velocity data and make predictions for the missing experimental conditions. The formula was the result of more than 200 linear regression…

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Volcano.mat		Volcano.mat
figures.docx		figures.docx
functionlearningmatlabNEW3.py		functionlearningmatlabNEW3.py
github1.docx		github1.docx