Surface Evolution Machine Learning Python Codes

It also contains the experimental dataset. ANN.ipynb: Forward surface evolution using ANN CNN.ipynb: Forward surface evolution using CNN Reg.ipynb: Forward surface evolution using Nonlinear Regression RF.ipynb: Forward surface evolution using Random Forest Inverse_Full_Profile.ipynb: Inverse surface evolution using full profiles of channels as inputs Inverse_depth_width.ipynb: Inverse surface evolution using depth and width of the channels as inputs Experimental_profiles_fitted.csv: Experimental Dataset