Giacomo Albi

Giacomo Albi

Università degli Studi di Verona

H-index: 20

Europe-Italy

About Giacomo Albi

Giacomo Albi, With an exceptional h-index of 20 and a recent h-index of 19 (since 2020), a distinguished researcher at Università degli Studi di Verona, specializes in the field of kinetic equations, numerical analysis, self-organized systems, optimal control.

His recent articles reflect a diverse array of research interests and contributions to the field:

Instantaneous control strategies for magnetically confined fusion plasma

Data/moment-driven approaches for fast predictive control of collective dynamics

Control of high-dimensional collective dynamics by deep neural feedback laws and kinetic modelling

Robust feedback stabilization of interacting multi-agent systems under uncertainty

Exponential integrators for mean-field selective optimal control problems

Kinetic description of swarming dynamics with topological interaction and emergent leaders

A data-driven kinetic model for opinion dynamics with social network contacts

Kinetic based optimization enhanced by genetic dynamics

Giacomo Albi Information

University

Position

___

Citations(all)

1471

Citations(since 2020)

1121

Cited By

871

hIndex(all)

20

hIndex(since 2020)

19

i10Index(all)

25

i10Index(since 2020)

25

Email

University Profile Page

Università degli Studi di Verona

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Giacomo Albi Skills & Research Interests

kinetic equations

numerical analysis

self-organized systems

optimal control

Top articles of Giacomo Albi

Title

Journal

Author(s)

Publication Date

Instantaneous control strategies for magnetically confined fusion plasma

arXiv preprint arXiv:2403.16254

Giacomo Albi

Giacomo Dimarco

Federica Ferrarese

Lorenzo Pareschi

2024/3/24

Data/moment-driven approaches for fast predictive control of collective dynamics

arXiv preprint arXiv:2402.15611

Giacomo Albi

Sara Bicego

Michael Herty

Yuyang Huang

Dante Kalise

...

2024/2/23

Control of high-dimensional collective dynamics by deep neural feedback laws and kinetic modelling

arXiv preprint arXiv:2404.02825

Giacomo Albi

Sara Bicego

Dante Kalise

2024/4/3

Robust feedback stabilization of interacting multi-agent systems under uncertainty

Applied Mathematics & Optimization

Giacomo Albi

Michael Herty

Chiara Segala

2024/2

Exponential integrators for mean-field selective optimal control problems

arXiv preprint arXiv:2302.00127

Giacomo Albi

Marco Caliari

Elisa Calzola

Fabio Cassini

2023/1/31

Kinetic description of swarming dynamics with topological interaction and emergent leaders

arXiv preprint arXiv:2307.12044

Giacomo Albi

Federica Ferrarese

2023/7/22

A data-driven kinetic model for opinion dynamics with social network contacts

European Journal of Applied Mathematics

Giacomo Albi

Elisa Calzola

Giacomo Dimarco

2023/7/3

Kinetic based optimization enhanced by genetic dynamics

arXiv preprint arXiv:2306.09199

Giacomo Albi

Federica Ferrarese

Claudia Totzeck

2023/6/15

Advances in Numerical Methods for Hyperbolic Balance Laws and Related Problems

Giacomo Albi

Walter Boscheri

Mattia Zanella

2023/6/2

Efficient ensemble stochastic algorithms for agent-based models with spatial predator–prey dynamics

Mathematics and Computers in Simulation

Giacomo Albi

Roberto Chignola

Federica Ferrarese

2022/9/1

Mean-field selective optimal control via transient leadership

Applied Mathematics & Optimization

Giacomo Albi

Stefano Almi

Marco Morandotti

Francesco Solombrino

2022/4

Kinetic modelling of epidemic dynamics: social contacts, control with uncertain data, and multiscale spatial dynamics

Giacomo Albi

Giulia Bertaglia

Walter Boscheri

Giacomo Dimarco

Lorenzo Pareschi

...

2022/2/18

Supervised learning for kinetic consensus control

IFAC-PapersOnLine

Giacomo Albi

Sara Bicego

Dante Kalise

2022/1/1

Moment-driven predictive control of mean-field collective dynamics

SIAM Journal on Control and Optimization

Giacomo Albi

Michael Herty

Dante Kalise

Chiara Segala

2022

Control with uncertain data of socially structured compartmental epidemic models

Journal of Mathematical Biology

Giacomo Albi

Lorenzo Pareschi

Mattia Zanella

2021/6

High order semi-implicit multistep methods for time-dependent partial differential equations

Communications on Applied Mathematics and Computation

Giacomo Albi

Lorenzo Pareschi

2021/12

Trails in Kinetic Theory

Giacomo Albi

Sara Merino-Aceituno

Alessia Nota

Mattia Zanella

2021

Optimized leaders strategies for crowd evacuation in unknown environments with multiple exits

Giacomo Albi

Federica Ferrarese

Chiara Segala

2021/11/20

Mean-field optimal control problems with transient leadership

PROCEEDINGS OF SIMAI 2020+ 21

Giacomo Albi

2021/10/31

Modelling lockdown measures in epidemic outbreaks using selective socio-economic containment with uncertainty

arXiv preprint arXiv:2106.05122

Giacomo Albi

Lorenzo Pareschi

Mattia Zanella

2021/6/9

See List of Professors in Giacomo Albi University(Università degli Studi di Verona)

Co-Authors

H-index: 73
José Antonio Carrillo

José Antonio Carrillo

University of Oxford

H-index: 62
Martin Burger

Martin Burger

Friedrich-Alexander-Universität Erlangen-Nürnberg

H-index: 60
Giuseppe Toscani

Giuseppe Toscani

Università degli Studi di Pavia

H-index: 51
Lorenzo Pareschi

Lorenzo Pareschi

Università degli Studi di Ferrara

H-index: 41
Massimo Fornasier

Massimo Fornasier

Technische Universität München

H-index: 27
Young-Pil Choi

Young-Pil Choi

Yonsei University

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