Research & Publications
DyMAD Research - Dynamical Model Approximation Driven Research
My research lies in the wide field of (mostly linear) dynamical model approximation, control design and analysis.Â
Model approximation aims at replacing a large-scale, infinite dimensional models with a reduced one having a similar input-output behaviour and characteristics as the original model.
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Control design aims at constructing active feedback control schemes and laws, either on the basis of dynamical models (model-driven) or input-output data (data-driven).
Model analysis aims at emphasising some properties and characteristics of a dynamical system, such as stability, energy... including large-scale and infinite dimensional models.
A important part of my research is dedicated in the numerical tools and software construction, involving studies in numerical analysis, functional analysis and linear algebra
The methods and numerical tools I develop are not dedicated to a particular application; rather they apply to a wide range of problems.