Alessio Moreschini

Imperial College London — United Kingdom

Engineering · Physical Sciences

10h-index239citations51works2.52yr avg
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Research Topics

Control and Stability of Dynamical Systems(25), Model Reduction and Neural Networks(15), Numerical methods for differential equations(14), ATP Synthase and ATPases Research(12), Control Systems and Identification(7)

Publications51 total

Discrete Time PID Passivity-Based Control of a Class of Bilinear Systems Including Power Converters
2025
Enforcing input-output behavior in data-driven moment matching
2025
Are Artificial Neural Networks suitable for data-driven moment matching?
European Journal of Control·2025Open Access
Dissipativity-preserving model reduction for linear systems using moment matching
European Journal of Control·2025· 1 citedOpen Access
Data-Driven Adjustable Robust Optimization
2025
Signal Generator Agnostic Moment Matching
IEEE Transactions on Automatic Control·2025· 1 cited
Data-Driven Adjustable Robust Optimization
arXiv (Cornell University)·2025Open Access
Fault Localisation in Infinite-Dimensional Linear Electrical Networks
arXiv (Cornell University)·2025Open Access
Frequency-Domain Bounds for the Multiconductor Telegrapher's Equation
arXiv (Cornell University)·2025Open Access
Sampled-Data Input Consensus for Krasovskii and Shifted Passive Systems
IFAC-PapersOnLine·2025Open Access
Using Explicit Generators and Filters in Two-Sided Moment Matching
IFAC-PapersOnLine·2025Open Access
A polynomial approximation scheme for nonlinear model reduction by moment matching
arXiv (Cornell University)·2024Open Access
Closing the Loop in Moment Matching
2024· 2 cited
Forty Plus Years of Model Reduction and Still Learning
2024· 1 citedOpen Access
Moment Matching for Linear Systems in Discrete-Time: Towards Enhanced Performance
2024· 1 cited
Non-Convex Learning with Guaranteed Convergence: Perspectives on Stochastic Optimal Control
2024
Closed-Loop Interpolation by Moment Matching for Linear and Nonlinear Systems
IEEE Transactions on Automatic Control·2024· 7 cited
Parameterization of All Differential-Algebraic Moment Matching Interpolants
IEEE Transactions on Automatic Control·2024· 5 cited
Krasovskii Passivity for Sampled-Data Stabilization and Output Consensus
IEEE Transactions on Automatic Control·2024· 5 citedOpen Access
Data-driven model reduction for port-Hamiltonian and network systems in the Loewner framework
Automatica·2024· 16 citedOpen Access
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Frequent Co-authors

S. Monaco(17), Mattia Mattioni(15), D. Normand‐Cyrot(15), Alessandro Astolfi(15), Joel D. Simard(9), Thomas Parisini(9), Yu Kawano(5), Matteo Scandella(4), Michele Cucuzzella(4), Debraj Bhattacharjee(4), Giordano Scarciotti(3), Michelangelo Bin(2), Dorothée Normand-Cyrot(2), Henrik Sandberg(2), Xiaolin Ren(2), Zhongda Chu(2), Yulong Gao(2), Xiaodong Cheng(1), Gökhan Göksu(1), A. Astolff(1)