Energy Savings in BuildingsExplores energy savings in buildings through passive measures and the Swiss energy transition, emphasizing the importance of building renovation and passive solar energy.
Neural Networks: Multilayer PerceptronsCovers Multilayer Perceptrons, artificial neurons, activation functions, matrix notation, flexibility, regularization, regression, and classification tasks.
Quantum ChemistryCovers topics in Quantum Chemistry, including history, tools, color & draw techniques, shapes, and mathematical conversions.
Turbulence: Numerical Flow SimulationExplores turbulence characteristics, simulation methods, and modeling challenges, providing guidelines for choosing and validating turbulence models.
Statistical Signal ProcessingCovers Gaussian Mixture Models, Denoising, Data Classification, and Spike Sorting using Principal Component Analysis.
Spectral Estimation MethodsExplores parametric spectrum estimation methods, including line and smooth spectra, and delves into heart rate variability analysis.