Publications

Journal Papers:
  • A. Corbetta, C. Lee, R. Benzi, A. Muntean, F. Toschi
    Fluctuations around mean walking behaviours in diluted pedestrian flows
    Phys. Rev. E. 95, 032316, 2017

  • A. Corbetta, C. Lee, A. Muntean, F. Toschi
    Frame vs. trajectory analyses of pedestrian dynamics asymmetries in a staircase landing
    Collective Dynamics, 1, 1-26, 2017

  • L. Bruno, A. Corbetta
    Uncertainties in crowd dynamic loading of footbridges: a novel multi-scale model of pedestrian traffic
    Eng. Struct. 147C, 545-566, 2017

  • L. Bruno, A. Corbetta, A. Tosin
    From individual behaviour to an evaluation of the collective evolution of crowds along footbridges
    J. Engrg. Math., 101(1):153-173, 2016

  • F Venuti, V. Racic, A. Corbetta
    Modelling framework for dynamic interaction between multiple pedestrians and vertical vibrations of footbridges
    J. Sound Vibrat. 379, 245-263, 2016

  • A. Corbetta, A. Tosin
    Comparing first order microscopic and macroscopic crowd models for an increasing number of massive agents
    Adv. Math. Phys., 2016:6902086/1-17, 2016

  • A. Corbetta, A. Muntean, K. Vafayi
    Parameter estimation of social forces in pedestrian dynamics models via a probabilistic method
    Math. Biosci. Eng., 12 (2), 337-356, 2015

Book Chapters:
  • A. Corbetta, C. Lee, A. Muntean, F. Toschi
    Asymmetric pedestrian dynamics on a staircase landing from continuous measurements
    In W. Daamen & V.L. Knoop (Eds.), Traffic and Granular Flow '15 (pp. 49-56). Berlin: Springer, 2016

Conference Proceedings:
  • A. Corbetta, V. Menkovski, F. Toschi
    Weakly supervised training of deep convolutional neural networks for overhead pedestrian localization in depth fields
    IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS 2017 - 2nd Workshop on Signal Processing for Understanding Crowd Dynamics), 2017

  • R. Benzi, L. Biferale, F. Bonaccorso, H. Clercx, A. Corbetta, W. Moebius, F. Toschi, F. Salvadore, C. Cacciari, G. Erbacci
    TurBase: a software platform for research in experimental and numerical fluid dynamics
    International Conference on High Performance Computing & Simulation (HPCS 2017 - 4th International Symposium on Big Data Principles, Architectures & Applications), 2017

  • D. Song, Q. Yu, A. Corbetta
    Depth Driven People Counting Using Deep Region Proposal Network
    IEEE International Conference on Information and Automation (ICIA 2017), 2017

  • A. Corbetta, F. Toschi
    Overhead pedestrian tracking for large scale real-life crowd dynamics analyses
    New approaches to evacuation modelling, Lund University Fire Safety Engineering Report, 40-51, E. Ronchi editor (as part of the 12th International Symposium on Fire Safety Science - invited panelist contribution), 2017

  • F. Venuti, V. Racic, A. Corbetta
    Modelling framework of pedestrian-footbridge interaction in vertical direction
    Procedia Engineering 1999, 2901–2906. (10th International Conference on Structural Dynamics, EURODYN 2017), 2017

  • A. Corbetta, J.A. Meeusen, C. Lee, F. Toschi
    Continuous measurements of real-life bidirectional pedestrian flows on a wide walkway
    Proceedings of Pedestrian and Evacuation Dynamics 2016, 18-24 (Special Issue on Collective Dynamics), 2016

  • A. Corbetta, L. Bruno, A. Muntean, F. Toschi
    High statistics measurements of pedestrian dynamics
    Transportation Research Procedia, 2, 96-104, 2014

  • L. Bruno, A. Corbetta
    Multiscale probabilistic evaluation of the footbridge crowding. Part 2: Crossing pedestrian position
    Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, 937-944, 2014

  • L. Bruno, A. Corbetta
    Multiscale probabilistic evaluation of the footbridge crowding. Part 1: Incoming pedestrian density
    Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, 929-937, 2014

  • F. Venuti, V. Racic, A. Corbetta
    Pedestrian-structure interaction in the vertical direction: coupled oscillator-force model for vibration serviceability assessment
    Proceedings of the 9th International Conference on Structural Dynamics, EURODYN 2014, 915-920, 2014

Submitted Papers:
  • A. Corbetta, F. Toschi
    Path-integral representation of diluted pedestrian dynamics
    submitted, 2018

  • A. Corbetta, V. Menkovski, J. Visser, F. Toschi
    paper on unsupervised localization in deep learning context
    submitted - title undisclosed for double blindedness constraint, 2018

  • E. Cristiani, A. Corbetta, C. Balzotti, R. Natalini, S. Suriano, F. Toschi
    Forecasting visitors' behaviour in crowded museums
    Accepted: Pedestrian and Evacuation Dynamics 2018, 2018

  • A. Corbetta, W. Kroneman, M. Donners, A. Haans, P. Ross, M. Trouwborst, S. vd Wijdeven, M. Hultermans, D. Sekulowski, F. vd Heijden, S. Mentink, F. Toschi
    A large-scale real-life crowd steering experiment via arrow-like stimuli
    Accepted: Pedestrian and Evacuation Dynamics 2018, 2018

  • W. Kroneman, A. Corbetta, F. Toschi
    Accurate pedestrian localization via height-augmented HOG
    Accepted: Pedestrian and Evacuation Dynamics 2018, 2018

Datasets:
  • A. Corbetta, F. Toschi
    Crowdflow – diluted pedestrian dynamics in the Metaforum building of Eindhoven University of Technology
    4TU.Centre for Research Data, 2017

Invited talks:
  • A. Corbetta
    Illumination-driven crowd management
    Invited seminar for the event: Lighting Metropolis visits Eindhoven. Host: Intelligent Lighting Institute, TU/e. 13th Apr., 2018

  • A. Corbetta
    High statistics measurements of pedestrian dynamics and modeling
    Invited seminar at Department of Physics. Tehran University. Host: dr. M. Vaez Allaei. 7th May., 2018

  • A. Corbetta
    High statistics measurements of pedestrian dynamics and modeling
    Invited panelist talk at "New approaches to evacuation modeling" (part of the 12th International Symposium on Fire Safety Science). Host: dr. E. Ronchi. 11th Jun., 2017

  • A. Corbetta
    High statistics measurements of pedestrian dynamics and modeling
    Invited seminar at Juelich Forschungszentrum. Hosts: dr. M. Boltes, prof. A. Seyfried. 2nd Feb., 2017

Selected Conference Posters:
  • A. Corbetta, M. Donners, A. Haans, F. vd Heijden, M. Hoekstra, M. Hultermans, I. Iuncu, W. Kroneman, T. LeJeune, B. Maas, S. Mentink, R. Nuij, P. Ross, S. Schippers, F. Toschi, M. Trouwborst, S. vd Wijdeven, W. Willaert
    Moving Light: can light steer a crowd?
    ILIAD Intelligent Lighting Institute TU/e outreach event 2017 (winner of 2nd best poster), 2017

  • A. Corbetta, C. Lee, J. Meeusen, R. Benzi, A. Muntean, F. Toschi
    The role of fluctuations and interactions in pedestrian dynamics
    Physics@Veldhoven, Veldhoven 17-18/01, 2017

  • A. Corbetta, V. Menkovski, F. Toschi
    Improving Measurements of Pedestrian Dynamics using Deep Neural Networks
    Traffic and Granular Flow 17, Washington DC, 2017

  • A. Corbetta, Z. Guo, G.L. Delzanno, B. Srinivasan, J. Brown, X. Tang
    LAPS parallel data and communication for particle method
    APS, Division of Plasma Physics, Salt Lake City, 15/11, 2011

Theses:
  • A. Corbetta
    Multiscale crowd dynamics: physical analysis, modeling and applications
    Ph.D. Thesis, Eindhoven University of Technology, 2016

  • A. Corbetta
    A general purpose object oriented particle-in-cell code with applications to FRC and Tokamak
    Msc. Thesis, Polytechnic University of Turin, Los Alamos National Lab., 2011

  • A. Corbetta
    An introduction to the Hamiltonian and Lagrangian formulation of classical mechanics
    Bsc. Thesis, Polytechnic University of Turin (in Italian), 2009