Giacomo Albi

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 19

Top Topics

Differential Equations

Control Strategies

Top Venues

SIAM J. Appl. Math.

IEEE Control. Syst. Lett.

Math. Comput. Simul.

Publications

Giacomo Albi, Sara Bicego, Michael Herty, Yuyang Huang, Dante Kalise, Chiara Segala
Data/moment-driven approaches for fast predictive control of collective dynamics. CoRR (2024)
Giacomo Albi, Giacomo Dimarco, Federica Ferrarese, Lorenzo Pareschi
Instantaneous control strategies for magnetically confined fusion plasma. CoRR (2024)
Giacomo Albi, Federica Ferrarese, Claudia Totzeck
Kinetic based optimization enhanced by genetic dynamics. CoRR (2023)
Giacomo Albi, Marco Caliari, Elisa Calzola, Fabio Cassini
Exponential integrators for mean-field selective optimal control problems. CoRR (2023)
Giacomo Albi, Federica Ferrarese
Kinetic description of swarming dynamics with topological interaction and emergent leaders. CoRR (2023)
Giacomo Albi, Elisa Calzola, Giacomo Dimarco
A data-driven kinetic model for opinion dynamics with social network contacts. CoRR (2023)
Giacomo Albi, Michael Herty, Chiara Segala
Robust feedback stabilization of interacting multi-agent systems under uncertainty. CoRR (2022)
Giacomo Albi, Roberto Chignola, Federica Ferrarese
Efficient ensemble stochastic algorithms for agent-based models with spatial predator-prey dynamics. Math. Comput. Simul. 199 (2022)
Giacomo Albi, Michael Herty, Dante Kalise, Chiara Segala
Moment-Driven Predictive Control of Mean-Field Collective Dynamics. SIAM J. Control. Optim. 60 (2) (2022)
Giacomo Albi, Sara Bicego, Dante Kalise
Gradient-augmented Supervised Learning of Optimal Feedback Laws Using State-Dependent Riccati Equations. IEEE Control. Syst. Lett. 6 (2022)
Giacomo Albi, Sara Bicego, Dante Kalise
Gradient-augmented Supervised Learning of Optimal Feedback Laws Using State-dependent Riccati Equations. CoRR (2021)
Giacomo Albi, Michael Herty, Dante Kalise, Chiara Segala
Moment-Driven Predictive Control of Mean-Field Collective Dynamics. CoRR (2021)
Giacomo Albi, Federica Ferrarese, Chiara Segala
Optimized leaders strategies for crowd evacuation in unknown environments with multiple exits. CoRR (2021)
Giacomo Albi, Roberto Chignola, Federica Ferrarese
Efficient stochastic algorithms for agent-based models with predator-prey dynamics. CoRR (2021)
Giacomo Albi, Giacomo Dimarco, Lorenzo Pareschi
Implicit-Explicit Multistep Methods for Hyperbolic Systems With Multiscale Relaxation. SIAM J. Sci. Comput. 42 (4) (2020)
Giacomo Albi, Lorenzo Pareschi
High order semi-implicit multistep methods for time dependent partial differential equations. CoRR (2020)
Giacomo Albi, Michael Herty, Lorenzo Pareschi
Linear multistep methods for optimal control problems and applications to hyperbolic relaxation systems. Appl. Math. Comput. 354 (2019)
Giacomo Albi, Lorenzo Pareschi, Mattia Zanella
Opinion dynamics over complex networks: kinetic modeling and numerical methods. CoRR (2016)
Giacomo Albi, Mattia Bongini, Emiliano Cristiani, Dante Kalise
Invisible Control of Self-Organizing Agents Leaving Unknown Environments. SIAM J. Appl. Math. 76 (4) (2016)
Giacomo Albi, Lorenzo Pareschi, Mattia Zanella
On the Optimal Control of Opinion Dynamics on Evolving Networks. System Modelling and Optimization (2015)
Giacomo Albi, D. Balagué, José A. Carrillo, James H. von Brecht
Stability Analysis of Flock and Mill Rings for Second Order Models in Swarming. SIAM J. Appl. Math. 74 (3) (2014)
Giacomo Albi, Lorenzo Pareschi
Binary Interaction Algorithms for the Simulation of Flocking and Swarming Dynamics. Multiscale Model. Simul. 11 (1) (2013)
Giacomo Albi, Lorenzo Pareschi
Modeling of self-organized systems interacting with a few individuals: From microscopic to macroscopic dynamics. Appl. Math. Lett. 26 (4) (2013)
Giacomo Albi, Lorenzo Pareschi
Modeling self-organized systems interacting with few individuals: from microscopic to macroscopic dynamics CoRR (2012)