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...Shack-Hartman and pyramid wavefront sensors. Concept of multi-conjugated adaptive optics. Star and Layer Oriented approaches. Adaptive optics with multiple field of views...

...The exam will consist of two parts. 1) an individual written exam with exercises on mathematical evaluations and practical applications of concepts explained...

...Bayesian Static Estimation; Background on Dynamic Models; PEM method; Kernel-based PEM method; Recursive Methods; Model Structure Determination...

...Supervised and unsupervised learning. PART I: Supervised Learning 1. Introduction: Data, Classes of models, Losses. 2. Probabilistic models and assumptions on the...

...Perceptron, Naïve Bayes Classifier, SVM, Deep Learning. 8. Validation and Model Selection: Generalization Error, Bias-Variance Tradeoff, Cross Validation...

...Perceptron, Naïve Bayes Classifier, SVM, Deep Learning. 8. Validation and Model Selection: Generalization Error, Bias-Variance Tradeoff, Cross Validation...

...forecasting methods of demand for spare parts - Inventory management of spare parts - Innovation in maintenance: concept Systemability applied to complex systems...

...forging, extrusion and drawing - Sheet forming processes: blanking/shearing, bending, deep drawing, forming limit diagrams - Machining processes...

...Materials design, p.1: simultaneous selection of materials and shape Design of components through synergistic control of material and shape...

...Intracellular dynamics of calcium. Calcium waves. Mathematical nalysis of dynamical, stochastic, and spatiotemporal systems. Bifurcations...

...each of two hours. Such tests occur half way trough and at the end of the semester. They feature five questions each worth six points. The final grade...

...Spacetime symmetries and conserved quantities, internal symmetries and conserved charges. 4. Scalar field. Classical real scalar field. Klein-Gordon equation and solution...

...Water treatment; Chemical Industry; Biomedical applications; Pharmaceutical and biotechnology industry 6. ECONOMICS OF SEPARATION MEMBRANE PROCESSES...

...The acquired knowledge and skills will be assessed with a written exam, based on the material presented in the lectures and proposing a practical problem...

...structure: band structure, electrical properties, iterface and oxide charge, MOS capacitor. MOS field-effect transistor (MOSFET): geometry, static and dynamic electrical characteristics...

...application to relevant examples (Traveling Salesman Problem, location, network design etc.). 3. Meta-heuristics for combinatorial optimization...

...'Gear-Gupta-Leimkuhler' and 'Hiller-Anantharaman' formulations for the reduction of the DAE index, equilibria, analytical examples and applications in Adams...

...Modelling procedure. Conceptual diagrams of models. Optimal complexity. Sensitivity analysis. Parameter estimation and calibration. Model performance evaluation...

...needed to verify that a good knowledge of the theoretical aspects of Information Theory and of the fundamental characteristics of the various lossless...

...Computational methods for equations of state. Phase equilibrium calculations: vapor-liquid, liquid-liquid and solid-liquid. Thermodynamics of systems containing...