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Macromodeling
Behavioral, Black-Box, Surrogate, and Reduced-Order Modeling. Passive Macromodeling of Interconnects and Packages. Behavioral Modelling of High-Speed Devices, Model Order Reduction, Model-Based Optimization. Multivariate (Parameterized) Macromodeling.
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Machine Learning
Machine Learning regressions for the development of deterministic and probabilistic behavioral models of complex parametric electronic systems. Support Vector Machine regression, Least-Squares Support Vector Machine regression and Gaussian Process regression.
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Uncertainty Quantification
Stochastic methods for the variability analysis of electronic, microwave, and photonic circuits. Galerkin-based equivalent models for stochastic circuits. Perturbation methods for stochastic nonuniform transmission lines. Random electromagnetic field coupling to transmission lines. Sparse interpolation for high-dimensional uncertainty quantification. Compressed rational stochastic macromodels. Least-square methods for photonic circuits with correlated uncertain parameters.
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Fields, Circuits, and EMC
Characterization, modeling and simulation of fields, circuits and their interaction. Electromagnetic Compatibility, Transmission lines and cables, radiation and numerical techniques. Applications to communication and transport systems.
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Signal and Power Integrity
Signal and Power Integrity, Fast numerical simulation of circuits and systems, Modeling and simulation of high-speed channels for fast eye diagram estimation. Waveform Relaxation.
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Modeling of Energy Networks
Advanced modeling of multi-energy networks, graph-based modeling, Power converters. gas networks, power distribution systems. Co-simulation for resilience, reliability and risk assessment
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Advanced Analytical and Numerical Techniques
Non-conventional mathematical approaches based on Fractals, Wavelets and Time-Frequency transforms, applied to challenging EMC modeling and simulation tasks.
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Education and Labs
Teaching activities in the field of EMC, modeling and simulation. Books and educational software. Hardware labs and testing.