Albi, Giacomo

1. Kinetic description of optimal control problems and applications to\n opinion consensus
   2014/01/30 by Giacomo Albi, Albi, Giacomo, Michaël Herty +3 · 6 citations
   Mathematics · Physics and Astronomy · #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Mathematics #FOS: Physical sciences #Mathematical Biology Tumor Growth #Opinion Dynamics and Social Influence #Optimization and Control (math.OC) #Physics and Society (physics.soc-ph) #Statistical Mechanics and Entropy
2. Opinion dynamics over complex networks: kinetic modeling and numerical methods
   2016/04/01 by Giacomo Albi, Albi, Giacomo, Lorenzo Pareschi +3 · 5 citations
   Physics and Astronomy · Social Sciences · #Adaptation and Self-Organizing Systems (nlin.AO) #Complex Network Analysis Techniques #Evolutionary Game Theory and Cooperation #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
3. Mean field control hierarchy
   2016/08/05 by Albi, Giacomo, Choi, Young-Pil, Fornasier, Massimo +1 · 4 citations
   #Analysis of PDEs (math.AP) #FOS: Mathematics #Optimization and Control (math.OC)
4. On the optimal control of opinion dynamics on evolving networks
   2015/10/31 by Albi, Giacomo, Pareschi, Lorenzo, Zanella, Mattia · 3 citations
   #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC)
5. Recent advances in opinion modeling: control and social influence
   2016/07/20 by Albi, Giacomo, Pareschi, Lorenzo, Toscani, Giuseppe +1 · 3 citations
   #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Physics and Society (physics.soc-ph)
6. Instantaneous control strategies for magnetically confined fusion plasma
   2024/03/24 by Giacomo Albi, Albi, Giacomo, Giacomo Dimarco +5 · 7 citations
   Engineering · Physics and Astronomy · #FOS: Mathematics #Laser-Plasma Interactions and Diagnostics #Magnetic confinement fusion research #Numerical Analysis (math.NA) #Plasma Diagnostics and Applications
7. Binary interaction algorithms for the simulation of flocking and\n swarming dynamics
   2012/03/04 by Giacomo Albi, Albi, Giacomo, Lorenzo Pareschi +1 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Physics and Astronomy · #Biological Physics (physics.bio-ph) #Complex Network Analysis Techniques #Computational Physics (physics.comp-ph) #Diffusion and Search Dynamics #FOS: Biological sciences #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA) #Opinion Dynamics and Social Influence #Quantitative Methods (q-bio.QM)
8. Boltzmann games in heterogeneous consensus dynamics
   2017/12/07 by Albi, Giacomo, Pareschi, Lorenzo, Zanella, Mattia · 2 citations
   #35Q20 #35Q91 #35Q93 #49N70 #Adaptation and Self-Organizing Systems (nlin.AO) #FOS: Mathematics #FOS: Physical sciences #Optimization and Control (math.OC) #Physics and Society (physics.soc-ph)
9. Optimized leaders strategies for crowd evacuation in unknown environments with multiple exits
   2021/08/27 by Albi, Giacomo, Ferrarese, Federica, Segala, Chiara · 4 citations
   #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
10. Leader formation with mean-field birth and death models
    2018/12/17 by Albi, Giacomo, Bongini, Mattia, Rossi, Francesco +1 · 2 citations
    #35Q82 #35Q91 #65M08 #70F45 #82B21 #82C22 #Analysis of PDEs (math.AP) #Dynamical Systems (math.DS) #FOS: Mathematics #Numerical Analysis (math.NA) #Probability (math.PR)
11. Mean-field selective optimal control via transient leadership
    2021/06/14 by Albi, Giacomo, Almi, Stefano, Morandotti, Marco +1 · 3 citations
    #35Q49 #35Q91 #35Q93 #49J45 #49M41 #49N80 #60J76 #Analysis of PDEs (math.AP) #FOS: Mathematics #Optimization and Control (math.OC)
12. Kinetic based optimization enhanced by genetic dynamics
    2023/06/15 by Giacomo Albi, Albi, Giacomo, Federica Ferrarese +3 · 3 citations
    Computer Science · Engineering · Mathematics · #Distributed Control Multi-Agent Systems #FOS: Mathematics #Mathematical Biology Tumor Growth #Numerical Analysis (math.NA) #Optimization and Control (math.OC) #Slime Mold and Myxomycetes Research
13. Pressureless Euler alignment system with control
    2018/01/31 by Albi, Giacomo, Choi, Young-Pil, Haeck, Axel-Stefan · 2 citations
    #35L #49K20 #65M08 #76 #82C22 #Analysis of PDEs (math.AP) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
14. Modelling lockdown measures in epidemic outbreaks using selective\n socio-economic containment with uncertainty
    2021/06/09 by Giacomo Albi, Albi, Giacomo, Lorenzo Pareschi +3 · 2 citations
    Mathematics · Medicine · #COVID-19 epidemiological studies #FOS: Biological sciences #FOS: Mathematics #Mathematical and Theoretical Epidemiology and Ecology Models #Optimization and Control (math.OC) #Populations and Evolution (q-bio.PE)
15. Modeling self-organized systems interacting with few individuals: from\n microscopic to macroscopic dynamics
    2012/10/03 by Giacomo Albi, Lorenzo Pareschi, Albi, Giacomo +1 · 1 citation
    Mathematics · Medicine · #Biological Physics (physics.bio-ph) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Mathematical Biology Tumor Growth #Mathematical and Theoretical Epidemiology and Ecology Models #Physics and Society (physics.soc-ph) #Quantitative Methods (q-bio.QM) #Social and Information Networks (cs.SI)
16. Linear multistep methods for optimal control problems and applications to hyperbolic relaxation systems
    2018/07/23 by Albi, Giacomo, Herty, Michael, Pareschi, Lorenzo · 1 citation
    #35L65 #35Q93 #49J15 #65L06 #FOS: Mathematics #Numerical Analysis (math.NA) #Optimization and Control (math.OC)
17. Kinetic description of swarming dynamics with topological interaction and transient leaders
    2023/07/22 by Giacomo Albi, Federica Ferrarese, Albi, Giacomo +1 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Engineering · Social Sciences · #Diffusion and Search Dynamics #Evacuation and Crowd Dynamics #Evolutionary Game Theory and Cooperation #FOS: Biological sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Populations and Evolution (q-bio.PE)
18. Efficient ensemble stochastic algorithms for agent-based models with spatial predator-prey dynamics
    2021/07/29 by Albi, Giacomo, Chignola, Roberto, Ferrarese, Federica · 1 citation
    #FOS: Mathematics #Numerical Analysis (math.NA)
19. A Boltzmann approach to mean-field sparse feedback control
    2016/11/12 by Albi, Giacomo, Fornasier, Massimo, Kalise, Dante · 1 citation
    #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Optimization and Control (math.OC)
20. Supervised learning for kinetic consensus control
    2022/07/19 by Albi, Giacomo, Bicego, Sara, Kalise, Dante · 1 citation
    #68T07 (Secondary) #93-10 (Primary) #FOS: Mathematics #Optimization and Control (math.OC)
21. Control of high-dimensional collective dynamics by deep neural feedback laws and kinetic modelling
    2024/04/03 by Giacomo Albi, Sara Bicego, Albi, Giacomo +3 · 2 citations
    Mathematics · #Mathematical Biology Tumor Growth
22. Robust feedback control of collisional plasma dynamics in presence of uncertainties
    2025/05/26 by Giacomo Albi, Albi, Giacomo, Giacomo Dimarco +5 · 2 citations
    Engineering · Mathematics · #FOS: Mathematics #Gas Dynamics and Kinetic Theory #Numerical Analysis (math.NA) #Stability and Control of Uncertain Systems #Traffic control and management
23. Data/moment-driven approaches for fast predictive control of collective dynamics
    2024/02/23 by Albi, Giacomo, Bicego, Sara, Herty, Michael +3 · 1 citation
    #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Optimization and Control (math.OC)