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07/22/2023
Kinetic description of swarming dynamics with topological interaction and emergent leaders
In this paper, we present a model describing the collective motion of bi...
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07/03/2023
A data-driven kinetic model for opinion dynamics with social network contacts
Opinion dynamics is an important and very active area of research that d...
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06/15/2023
Kinetic based optimization enhanced by genetic dynamics
We propose and analyse a variant of the recently introduced kinetic base...
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01/31/2023
Exponential integrators for mean-field selective optimal control problems
In this paper we consider mean-field optimal control problems with selec...
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10/04/2022
Robust feedback stabilization of interacting multi-agent systems under uncertainty
We consider control strategies for large-scale interacting agent systems...
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08/27/2021
Optimized leaders strategies for crowd evacuation in unknown environments with multiple exits
In this chapter, we discuss the mathematical modeling of egressing pedes...
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07/29/2021
Efficient stochastic algorithms for agent-based models with predator-prey dynamics
Experiments in predator-prey systems show the emergence of long-term cyc...
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03/06/2021
Gradient-augmented Supervised Learning of Optimal Feedback Laws Using State-dependent Riccati Equations
A supervised learning approach for the solution of large-scale nonlinear...
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01/12/2020