9 citations · 11 across the 13 of their papers we have counts for
5 papers · 1 filter
The internal model principle in reservoir computing
Danyal Saqib, Alberto Padoan
The paper studies learning in reservoir computing systems through the lens of the internal model principle. The key idea is to model training signals as outputs of an exogenous sig…
Urban traffic congestion control: a DeePC change
Alessio Rimoldi, Carlo Cenedese, Alberto Padoan +2
Urban traffic congestion remains a pressing challenge in our rapidly expanding cities, despite the abundance of available data and the efforts of policymakers. By leveraging behavi…
Circuit Model Reduction with Scaled Relative Graphs
Thomas Chaffey, Alberto Padoan
Continued fractions are classical representations of complex objects (for example, real numbers) as sums and inverses of simpler objects (for example, integers). The analogy in lin…
Model reduction by balanced truncation of dominant Lure systems
Alberto Padoan, Fulvio Forni, Rodolphe Sepulchre
The paper presents a model reduction framework geared towards the analysis and design of systems that switch and oscillate. While such phenomena are ubiquitous in nature and engine…
Dominance margins for feedback systems
Alberto Padoan, Fulvio Forni, Rodolphe Sepulchre
The paper introduces notions of robustness margins geared towards the analysis and design of systems that switch and oscillate. While such phenomena are ubiquitous in nature and in…