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ivanmartinezsuarez's Projects

matlab_cubic_spline icon matlab_cubic_spline

Matlab programming of cubic spline interpolation applied to the calculation of the extreme values of an experimental curve. More details on the pdf.

matlab_fvm icon matlab_fvm

Matlab implementation of the volume finite method in order to solve a Riemann problem and a Cauchy problem over the linear acoustic equations. Procedure and results are explained on the pdf and the code for each problem is provided.

neuralnetwork icon neuralnetwork

We will classify many breast cancer diagnosis as benign or malignant according to several features related with the external appearance of the tumours. For that purpose it will be used a machine learning algorithm, in particular a neural network with one hidden layer. This code was created from the one given in Deep Learning specialization in Coursera learning platform.

python_clustering icon python_clustering

In a data science frame, clustering techniques are implemented in order to find out which is the best place to set up a new food business nearby a Galician lighthouse. The whole process is described on the Python Jupyter Notebook called Lighthouses.ipynb.

tfm icon tfm

Master in Industrial Mathematics Final Thesis: Numerical simulation of mechanical damage over the main trough of a blast furnace.

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