Regularization Methods - Part 2: Tikhonov Regularization

Towards a weak formulation of Poisson's equation

Regularization Methods - Part 1: Introduction to Inverse Problems

Hamel basis versus Schauder basis

Finite Differences for elliptic PDEs - Part 3: Upwind discretization

Compiling a parallel version of the CBC solver from COIN-OR for Windows and Visual Studio

Finite Differences for elliptic PDEs - Part 2: Neumann boundary conditions

How to compile and include CBC from Coin-or using Windows and Visual Studio (for Beginners)

Finite Differences for elliptic PDEs - Part 1: The basics in one dimension

The Semismooth Newton Method

Numerical linear algebra: Preconditioned Conjugate Gradient method

Numerical linear algebra: Conjugate Gradient method

Numerical linear algebra: Understanding splitting methods

Optimal control of a double pendulum using the fmincon function from MATLAB

Introduction to the explicit Euler method for ordinary differential equations

The Math behin AI - Part 3: Backpropagation

How to compute the derivative of composition of functions with two or more arguments.

The Math behind AI - Part 2: Stochastical and Mini-Batch Gradient Method

The Math behind AI - Part 1: Setting up the optimization problem.