Publications
Submitted Papers:
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X. de Wit, G. Ortali, A. Corbetta, A. Mailybaev, L. Biferale, F.Toschi
Extreme statistics and extreme events in dynamical models of turbulence
submitted, 2024
- (2)
R. Kodapanakkal, C. Pouw, A. Haans, J. Ham, G. Bombaerts, A. Corbetta, A. Dameski, A. Spahn, F. Toschi
The Influence of Macroscopic Pedestrian Structures on Train Boarding Efficiency
submitted, 2023
- (1)
R. Kodapanakkal, A. Haans, J. Ham, R. Giesen, N. Gunes, T. Markink, J. Osinga, C. Pouw, G. Bombaerts, A. Corbetta, A. Dameski, A. Spahn, F. Toschi
Investigating Sociophysical Attributes Underlying Train Boarding Efficiency and their Importance for nudging
submitted, 2023
Journal Papers:
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G. vd Vleuten, F. Toschi, W. Schilders, A. Corbetta
Stochastic fluctuations of diluted pedestrian dynamics along curved paths
Phys. Rev. E. 109, 014605, 2024
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C. Pouw, A. Corbetta, A. Gabbana, C. vd Laan, F. Toschi
High-statistics pedestrian dynamics on stairways and their probabilistic fundamental diagrams
Transp. Res. Part C Emerg. Technol. 159. 104468, 2024
- (23)
C. Feliciani, A. Corbetta, M. Haghani, K. Nishinari
How crowd accidents are reported in the news media: Lexical and sentiment analysis
Saf. Sci. 172. 106423, 2024
- (22)
A. Corbetta, T. de Jong
How neural networks learn to classify chaotic time series
Chaos. 33, 123101, 2023
- (21)
A. Corbetta, F. Toschi
Physics of Human Crowds
Annu. Rev. Condens. Matter Phys. Vol. 14:311-333, 2023
- (20)
C. Feliciani, A. Corbetta, M. Haghani, K. Nishinari
Trends in crowd accidents based on an analysis of press reports
Saf. Sci. 164. 106174., 2023
- (19)
A. Corbetta, A. Gabbana, V. Gryria, D. Livescu, J. Prins, F. Toschi
Towards learning Lattice Boltzmann collision operators
Eur. Phys. J. E 46:10, 2023
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N.A.M. Araujo, L. Janssen, T. Barois, G. Boffetta, I. Cohen, A. Corbetta, O. Dauchot, M. Dijkstra, W. Durham, A. Dussutour, S. Garnier, H. Gelderblom, R. Golestanian, L. Isa, G. H. Koenderink, H. Lowen, R. Metzler, M. Polin, C.P. Royall, A. Saric, A. Sengupta, C. Sykes, V. Trianni, I. Tuval, N. Vogel, J. M. Yeomans, I. Zuriguel, A. Marin, G. Volpe
Steering self-organisation through confinement
Soft Matter. 19, 1695-1704, 2023
- (17)
A. Gabbana, F. Toschi, P. Ross, A. Haans, A. Corbetta
Fluctuations in pedestrian dynamics routing choices
PNAS Nexus. pgac169, 2022
- (16)
G. Ortali, A. Corbetta, G. Rozza, F Toschi
Numerical proof of shell model turbulence closure
Phys. Rev. Fluids. 7, L082401, 2022
- (15)
P. Centorrino, A. Corbetta, E. Cristiani, E. Onofri
Managing Crowded Museums: Visitors Flow Measurement, Analysis, Modeling, and Optimization
J. Comput. Sci. 101357, 2021
- (14)
A. Corbetta, V. Menkovski, R. Benzi, F. Toschi
Deep learning velocity signals allows to quantify turbulence intensity
Sci. Adv. 7: eaba7281, 2021
- (13)
C. Pouw, F. Toschi, F. v. Schadewijk, A. Corbetta
Monitoring physical distancing for crowd management: real-time trajectory and group analysis
PLoS ONE 15(10): e0240963, 2020
(press coverage)
- (12)
G. Beintema, A. Corbetta, L. Biferale, F. Toschi
Controlling Rayleigh-Bénard convection via Reinforcement Learning
J. Turbul. 1-21, 2020
- (11)
J. Willems, A. Corbetta, V. Menkovski, F. Toschi
Pedestrian orientation dynamics from high-fidelity measurements
Sci. Rep. 10, 11653, 2020
- (10)
E. Ronchi, A. Corbetta, E. Galea, M. Kinateder, E. Kuligowski, D. McGrath, A. Pel, Y. Shiban, P. Thompson, F. Toschi
New approaches to evacuation modelling for fire safety engineering applications
Fire Saf. J. 106, 197-209, 2019
- (9)
M. Haghani, N. Bode, M. Boltes, E. Cristiani, A. Corbetta
Panic, irrationality, herding: Three ambiguous terms in evacuation dynamics research
J. Adv. Transport., 9267643, 58pp, 2019
- (8)
A. Corbetta, J.A. Meeusen, C. Lee, R. Benzi, F. Toschi
Physics-based modeling and data representation of pairwise interactions among pedestrians
Phys. Rev. E. 98, 062310, 2018
(press coverage)
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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
(press coverage)
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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
- (5)
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
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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
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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
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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
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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:
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R. Kodapanakkal, C. Pouw, G. Bombaerts, A. Corbetta, A. Dameski, A. Haans, J. Ham, A. Spahn, F. Toschi
A psychological approach to understading microscopic and macroscopic structures during train boarding
To appear. Traffic and Granular Flow 2022. Springer, 2024
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A. Corbetta, T. Senan, L. Woestemeier, B. Hengeveld
Public-space sonification for pedestrian trajectory nudging
To appear. Traffic and Granular Flow 2022. Springer, 2024
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A. Dameski, A. Spahn, C. Pouw, A. Corbetta, F. Toschi, G. Bombaerts
How to balance individual and collective values after COVID-19? Ethical reflections on crowd management at Dutch train stations
In: Dennis, M.J., Ishmaev, G., Umbrello, S., van den Hoven, J. (eds) Values for a Post-Pandemic Future. Philosophy of Engineering and Technology, vol 40. pp. 215-232. Springer., 2022
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A. Corbetta, L. Schilders, F. Toschi
High-statistics modeling of complex pedestrian avoidance scenarios
Crowd Dynamics (vol. 2), L. Gibelli Editor, Modeling and Simulation in Science, Engineering and Technology. Birkhäuser, Cham., 2020
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A. Corbetta, F. Toschi
Path-integral representation of diluted pedestrian dynamics
in 'Complexity Science. An introduction'. 329-345. Eds. M. Peletier, R. Van Santen, E. Steur. World Scientific., 2019
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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:
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C. Pouw, J. Willems, F. van Schadewijk, J. Thurau, F. Toschi, A. Corbetta
Benchmarking high-fidelity pedestrian tracking systems for research, real-time monitoring and crowd control
Collective Dynamics. v. 6 p. 1-22, 2022
- (18)
A. Gabbana, A. Corbetta, F. Toschi
Modeling routing choices in unidirectional pedestrian flows
Collective Dynamics, v.6, p. 1-9, 2022
- (17)
T. Senan, A. Corbetta, B. Hengeveld
Towards Sound-based Crowd Management: Investigating Sonification for Pedestrian Steering
AM '22. Proceedings of the 17th International Audio Mostly Conference. p32-35., 2022
- (16)
E. Onofri, A. Corbetta
RSSi-based visitor tracking in museums via cascaded AI classifiers and coloured graph representations
Collective Dynamics. v.6, p.1-17, 2021
- (15)
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
Pedestrian and Evacuation Dynamics 2018. Collective Dynamics, 5, 61-68, 2020
- (14)
W. Kroneman, A. Corbetta, F. Toschi
Accurate pedestrian localization via height-augmented HOG
Pedestrian and Evacuation Dynamics 2018. Collective Dynamics, 5, 33-40, 2020
- (13)
C. Balzotti, M. Briani, A. Corbetta, E. Cristiani, M. Minozzi, R. Natalini, S. Suriano, F. Toschi
Forecasting visitors' behaviour in crowded museums
Pedestrian and Evacuation Dynamics 2018. Collective Dynamics, 5, pp. 499-501, 2020
- (12)
P. Centorrino, A. Corbetta, E. Cristiani, E. Onofri
Measurement and analysis of visitors’ trajectories in crowded museums
2019 IMEKO TC-4 International Conference on Metrology for Archaeology and Cultural Heritage, 2019
- (11)
J. Adrian, N. Bode, M. Amos, M. Baratchi, M. Beermann, M. Boltes, A. Corbetta, G. Dezecache, J. Drury , Z. Fu, R. Geraerts, S. Gwynne, G. Hofinger, A. Hunt, T. Kanters, A. Kneidl, K. Konya, G. Köster, M. Küpper, G. Michalareas, F. Neville, E. Ntontis, S. Reicher, E. Ronchi, A. Schadschneider, A. Seyfried, A. Shipman, A. Sieben, M. Spearpoint, G. Sullivan, A. Templeton, F. Toschi, Z. Yücel, F. Zanlungo, I. Zuriguel, N. van der Wal, F. van Schadewijk, C. von Krüchten, N. Wijermans
A Glossary for Research on Human Crowd Dynamics
Collective Dynamics, 4, 1-13, 2019
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J. Visser, A. Corbetta, V. Menkovski, F. Toschi
StampNet: unsupervised multi-class object discovery
IEEE International Conference on Image Processing (ICIP 2019), pp. 2951-2955, 2019
- (9)
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
- (8)
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
- (7)
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
- (6)
F. Venuti, V. Racic, A. Corbetta
Modelling framework of pedestrian-footbridge interaction in vertical direction
Procedia Engineering 199, 2901-2906. (10th International Conference on Structural Dynamics, EURODYN 2017), 2017
- (5)
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
- (4)
A. Corbetta, L. Bruno, A. Muntean, F. Toschi
High statistics measurements of pedestrian dynamics
Transportation Research Procedia, 2, 96-104, 2014
(press coverage)
- (3)
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
- (2)
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
- (1)
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
Others:
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J. Willems, A. Corbetta, F. Toschi
Quantifying the quality of pedestrian trajectory measurements: ProRail consultancy report
Internal Report, 2019
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M. Haghani, N. Bode, M. Boltes, A. Corbetta, E. Cristiani
Empirical Research on Pedestrians' Behavior and Crowd Dynamics (Editorial)
J. Adv. Transport., 3457370, 2p, 2019
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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
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N. Budko, A. Corbetta, B. van Duijn, S. Hille, O. Krehel, V. Rottschafer, L. Wiegman, D. Zhelyazov
Oxygen transport and consumption in germinating seeds
90th European Study Group Mathematics with Industry, SWI 2013, At Leiden, Volume: Proceedings of the 90th European Study Group Mathematics with Industry, pp. 5-30, 2013
Datasets:
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C. Feliciani, A. Corbetta, M. Haghani
Representation of crowd accidents in popular media
Zenodo, 2023
- (2)
A. Gabbana, F. Toschi, P. Ross, A. Haans, A. Corbetta
Fluctuations in pedestrian dynamics routing choices (paper dataset)
Zenodo, 2022
- (1)
A. Corbetta, F. Toschi
Crowdflow – diluted pedestrian dynamics in the Metaforum building of Eindhoven University of Technology
4TU.Centre for Research Data, 2017
Theses:
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A. Corbetta
Multiscale crowd dynamics: physical analysis, modeling and applications
Ph.D. Thesis, Eindhoven University of Technology, 2016
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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
- (1)
A. Corbetta
An introduction to the Hamiltonian and Lagrangian formulation of classical mechanics
Bsc. Thesis, Polytechnic University of Turin (in Italian), 2009
Invited talks:
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A. Corbetta
The active flow of pedestrian crowds.
The active flow of pedestrian crowds. Utrecht U. Jan., 2024
- (26)
A. Corbetta
Understanding and modeling the flow of human crowds
Understanding and modeling the flow of human crowds. EAISI Colloquium. TU/Eindhoven. January, 2024
- (25)
A. Corbetta
Machine learning turbulent cascades: inference and closure
Machine learning turbulent cascades: inference and closure. Differential Equations for Data Science 2024 (DEDS2024), Kanazawa, Japan (online). February, 2024
- (24)
A. Corbetta
Machine Learning for Turbulence
Machine Learning for Turbulence. CISM-JMBC joint advanced school on Fluids and Flows. CISM Udine. Italy. April, 2024
- (23)
A. Corbetta
Machine Learning for Turbulence
TBD. Workshop on pedestrian dynamics and urban mobility. Wuppertal. Germany. June, 2024
- (22)
A. Corbetta
A crowd science and More
Let Science talk - opening speech. United World College Maastrich (popular science/educational event), 2023
- (21)
A. Corbetta
Machine Learning Turbulent Cascades: inference and closure
Tokamak Disruption Simulation Center. Machine Learning Turbulent Cascades: inference and closure, 2023
- (20)
A. Corbetta
Machine Learning Turbulent Cascades: inference and closure
CNLS Seminar (Center for Nonlinear Studies, Los Alamos National Laboratory). Machine Learning Turbulent Cascades: inference and closure, 2023
- (19)
A. Corbetta
Active flow of pedestrian crowds: from large-scale measurements to variational modeling.
Colloquium of the Physics Institute of the Universidad Nacional Autónoma de México. March, 2022
- (18)
A. Corbetta
Fluctuations in Pedestrian Dynamics routing choices
Lorentz Center workshop "Self-Organization under Confinement". February, 2022
- (17)
A. Corbetta
How do we walk in crowds? A brief journey from crowd physics to smart environments
Public lecture Rijksmueum Boerhaave 'How do we walk in crowds? A brief journey from crowd physics to smart environments'. Leiden, NL. February., 2022
- (16)
A. Corbetta
TBA
Invited lecture, Bentley Systems London. November, 2022
- (15)
A. Corbetta
TBA
Git up the research environment. Open Science Workshop TU/e APSE. November, 2022
- (14)
A. Corbetta
TBA
Invited seminar, AMOLF Amsterdam. November, 2022
- (13)
A. Corbetta
TBA
Git up the research environment. OSCE. Open Science Community Eindhoven, 2022
- (12)
A. Corbetta
Machine Learning Flowing Systems
Physics Department Colloquium 'Machine Learning Flowing Systems'. TU/Eindhoven, NL., 2022
- (11)
A. Corbetta
How do people go with the flow?
How do people go with the flow? Universiteit van Nederland, public lecture., 2022
- (10)
A. Corbetta
Active flow of pedestrian crowds: from large-scale measurements to variational modeling
Journ\'ees de la Mati\`ere Condens\'ee - Keynote speaker. Symposium: "Human mobility through the lens of Physics". August, 2021
- (9)
A. Corbetta
Active flow of pedestrian crowds: from large-scale measurements to variational modeling
27th Symposium on Traffic Flow and Self-Driven Particle Systems. Japanese Traffic Flow Mathematics Study Group (Online/Nagoya JP). December, 2021
- (8)
A. Corbetta
Active flow of low-density pedestrian crowds
ICTP. International Center for Theoretical Physics, Trieste. Quantitative Life Science Invited seminar. May, 2019
- (7)
A. Corbetta
Deep learning of turbulence velocity signals
JMBC contact group Turbulence - Colloquium day. April, 2019
- (6)
A. Corbetta
High-statistics measurements of pedestrian dynamics, modeling and control
International Conference in Industrial and Applied Mathematics (ICIAM19) - Symposium: "Modeling and calibration in pedestrian dynamics". July, 2019
- (5)
A. Corbetta
Learning turbulence from deep learning
California State University Long Beach - Mathematics Colloquium. November, 2019
- (4)
A. Corbetta
Illumination-driven crowd management
Intelligent Lighting Institute TU/e. Event: "Lighting Metropolis visits Eindhoven". Invited seminar. April, 2018
- (3)
A. Corbetta
High statistics measurements of pedestrian dynamics and modeling
Tehran University, Department of Physics, Invited seminar. May, 2018
- (2)
A. Corbetta
High statistics measurements of pedestrian dynamics and modeling
12th International Symposium on Fire Safety Science. Invited panelist talk at "New approaches to evacuation modeling". June, 2017
- (1)
A. Corbetta
High statistics measurements of pedestrian dynamics and modeling
Juelich Forschungszentrum. Invited seminar. February, 2017
Selected Conference Posters:
- (5)
C. Balzotti, M. Briani, A. Corbetta, E. Cristiani, M. Minozzi, R. Natalini, S. Suriano, F. Toschi
Forecasting visitors' behaviour in crowded museums - a case study: the Galleria Borghese in Rome
Pedestrian and Evacuation Dynamics 2018, 2018
- (4)
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
- (3)
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
- (2)
A. Corbetta, V. Menkovski, F. Toschi
Improving Measurements of Pedestrian Dynamics using Deep Neural Networks
Traffic and Granular Flow 17, Washington DC, 2017
- (1)
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
Popular Science Articles:
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A. Corbetta, M. Chraibi, E. Ronchi, F. Toschi, C. Pouw, A. Gabbana
Pedestrian and Evacuation Dynamics 2023 - abstract book
Available online, 2023
- (2)
A. Corbetta, F. Toschi
Moving light: understanding and steering the flow of pedestrian crowds
ILI Spring Magazine 2018 (Intelligent Lighting Institute TU/e magazine), 2018
- (1)
A. Haans, A.Corbetta, F.Toschi
INFLUX: a GLOW installation and large scale naturalistic experiment
ILI GLOW Magazine 2016 (Intelligent Lighting Institute TU/e magazine), 2016