Search Results for author: Constantino Lagoa

Found 2 papers, 1 papers with code

One-shot backpropagation for multi-step prediction in physics-based system identification -- EXTENDED VERSION

no code implementations31 Oct 2023 Cesare Donati, Martina Mammarella, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa

The aim of this paper is to present a novel physics-based framework for the identification of dynamical systems, in which the physical and structural insights are reflected directly into a backpropagation-based learning algorithm.

Convex Constrained Semialgebraic Volume Optimization: Application in Systems and Control

1 code implementation31 Jan 2017 Ashkan Jasour, Constantino Lagoa

In this paper, we generalize the chance optimization problems and introduce constrained volume optimization where enables us to obtain convex formulation for challenging problems in systems and control.

Optimization and Control

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