Corsi Università degli Studi di Padova. copia

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

...Demography and equilibria Extended models and complex contagions Time-variable trends and temporal networks Network epidemics Metapopulation for spatial...

...In the lab part the student must do 5 homeworks, each of them corresponds to a lab lecture. In each homework the student must develop a Matlab code...

...(VC dimension, generalization error). 4. Models for Regression: Linear Regression (scalar and multivariate), subset selection, linear-in-the-parameters models...

...with the aim of acquiring the practical competences for using machine learning tools. These simulations, to be performed at home, allow to verify the ability...

...PART I: Supervised Learning 1. Introduction: Data, Classes of models, Losses. 2. Probabilistic models and assumptions on the data. The regression function...

...Mathematical models for inspection maintenance - Mathematical models for predictive maintenance - Management of spare parts: classification of parts profile...

...Written exam devoted to the solution of 2-3 practical exercises and answers to theory open questions. - Recalls on metallic material behaviour under plastic...

...on the whole program of the course. The 9 questions consist of open-ended questions and exercises, with answer placed within predetermined spaces...

...COURSE IN ENGLISH Electrical activity in neurons, the Hodgkin-Huxley model, bursting. Propagation of action potential. Stochastic dynamics of ion channels...

...Measurable functions. Simple functions. Abstract integral. Beppo Levi's theorem. Dominated convergence. Lebesgue spaces. BIBO stability in continuous...

...2->2 scattering processes. Photon and electron self-energies. The Compton scattering. QED Feynman rules. The cross-section...

...Final written examination. The final examination, which involves a numeric problem and some open ended questions, has the purpose to evaluate the effective learning outcomes...

...From a cellular to a whole-body model of insulin secretion during IVGTT 9 - From minimal to maximal models of glucose metabolism: the FDA accepted...

...Pills of quantum mechanics, solid-state physics and statistical physics applied to semiconductor materials. Metal-semiconductor junction: band structure...

...present a short project concerning a case study about models and exact/heuristic solution methods for a realistic application of combinatorial optimization...

...different formulations, component modes synthesis, fixed interface modes, free interface modes, normal modes, constraint modes, Craig-Bampton method...

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

...Coding of general audio signals and of speech. Video coding. Essentials of MPEG Audio (MP3), JPEG, JPEG2000, MPEG2 and H.264/AVC standards...

...Thermodynamic models of intermolecular potentials and equations of state for pure fluid and multi-component systems: cubic equations of state and perturbation theory...