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Tag: Numerical Methods
Heat #1
Manuel Madeira

Manuel Madeira

David Carvalho

David Carvalho

Fábio Cruz

Fábio Cruz

In the debut of a 3-post series on solving Partial Differential Equations (PDEs) using Machine Learning, we start by introducing the Heat Equation and then we solve it with a classical algorithm - a Finite Difference Method (FDM) method in a FTCS (Forward in Time, Centered in Space) scheme.

Heat Equation Finite Difference Methods PDEs PINNs Classical Methods Numerical Methods
Newton Fractals (oh-oh-oh!)
David Carvalho

David Carvalho

In this Christmas special post, we dive into a remarkable connection between finding function roots and Newton fractals.

Newton Fractals Fractals Root Finding Newton-Raphson Method Classical Methods Numerical Methods
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