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Dirk Helbing

From Wikipedia, the free encyclopedia
Complex-systems scientist
Dirk Helbing
Born (1965-01-19)January 19, 1965 (age 61)
Aalen, Germany[13]
Alma materUniversity of Göttingen (1984-1990)[13]
Known forSocial force model,crowd simulation,traffic simulation, pedestrianmicrosimulation,complex systems,computational social science,collective intelligence,digital democracy,digital ethics
AwardsGolden Idea Award 2012[1]
Scientific career
FieldsComplex systems,computational social science
InstitutionsETH Zurich (2007–)[2]
TU Delft (2015ff)[3]
University of Oxford (2010)[4]
(host:Peter Hedström)
Harvard University (2010)[5]
(hosts:Martin Nowak,Nicholas A. Christakis)
INRETS (2004)
(host: Patrick Lebacque)[6]
TU Dresden (2000-2007)[7]
Collegium Budapest, Hungary (2000)[8]
Tel Aviv University (1999)
(hosts: Isaac Goldhirsch,Eshel Ben-Jacob)[9]
Eötvös Loránd University (1998)
(host:Tamás Vicsek)
Xerox PARC (1998)
(host:Bernardo Huberman)[10]
Weizmann Institute of Science (1997)
(host: David Mukamel)[11]
University of Stuttgart (1990-2000)[12]
Doctoral advisorWolfgang Weidlich
Other academic advisorsManfred R. Schroeder

Dirk Helbing (born January 19, 1965) is Professor ofComputational Social Science at the Department of Humanities, Social and Political Sciences ofETH Zurich and affiliate of its Computer Science Department.

Biography

[edit]

Dirk Helbing studied physics and mathematics at theUniversity of Göttingen. He completed his doctoral thesis in 1992 atStuttgart University, on modeling social processes by means of game-theoretical approaches,stochastic methods, andcomplex systems theory.[14] In 1996, he earned an additional "habilitation" degree, related to his studies of traffic dynamics and optimization.

In 2000, he became full professor and Managing Director of the Institute for Transport and Economics atDresden University of Technology.[15] Helbing was elected as a member of theGerman Academy of Sciences Leopoldina in 2008[16] and of theWorld Academy of Art and Science in 2016.[17] In January 2014 Prof. Helbing received an honorary PhD fromDelft University of Technology (TU Delft).[18][19] Since June 2015 he was affiliate professor at the faculty of Technology, Policy and Management at TU Delft for some years, where he led the PhD school in "Engineering Social Technologies for a Responsible Digital Future".[20]

Research activities

[edit]

Dirk Helbing started out as a physicist. His diploma thesis focussed on modeling and simulating pedestrians and crowds.[21] During his PhD and habilitation in physics,[22] he helped to establish the fields of socio-, econo- and traffic physics.[23][24] He was also co-founder of the Physics of Socio-Economic Systems Division of the German Physical Society (DPG).[25] As a visiting scientist atTel Aviv University and theWeizmann Institute in Israel, theEötvös University in Budapest, andXerox PARC in California, he focused on a broad variety of complex systems - including the self-organisation of pedestrians,[26] traffic jams,[27] bacterial patterns,[28] and Mexican waves.[29] AtDresden University of Technology he became the Managing Director of the Institute of Transport & Economics,[30] worked on traffic assistant systems (i.e. early self-driving cars)[31][32] and a self-organized traffic light control system,[33][34][35] which was patented.[36] He found that crowd disasters are often caused by a phenomenon called "crowd turbulence" and worked on ways to describe, reduce and respond to such disasters.[37] As professor of Sociology atETH Zurich, he worked on evolutionary game theory[38][39] and agent-based computer simulations of social processes and phenomena.[40]

The work of Prof. Helbing has been widely cited in the media and academia. He has written more than 10 papers inNature,[41]Science[42] andPNAS.[43] In 2012, he won the Idee Suisse Award.[44] He co-founded the Competence Center for Coping with Crises in Complex Socio-Economic Systems,[45] the Risk Center,[46] the Institute for Science, Technology and Policy (ISTP)[47] and the Decision Science Laboratory (DeSciL).[48] While coordinating the FuturICT initiative,[49][50] he helped to further develop disciplines such asdata science, computational social science, and global systems science.[51] This work resulted in the establishment of the "Nervousnet" Platform, a smartphone app enabling users to share data to be used to achieve scientific and social goals and lay the groundwork for digital democracy.[52][53] For a short time, Helbing also worked for theWorld Economic Forum's Global Agenda Council on Complex Systems.[54] He was elected member of the External Faculty of the Santa Fe Institute[55] and now belongs to the External Faculty of the Complexity Science Hub Vienna.[56] He was on the Boards of the Global Brain Institute in Brussels[57] and the International Centre for Earth Simulation in Geneva.[58] He is also involved in the activities of "Staatslabor" (a Swiss government science initiative)[59] as well as the establishment of the Blockchain [X][60] initiative and the Blockchain Lab in Delft.[61][62] He was a member of a Swiss governmental advisory group on the societal impact of digitization[63][64] and was lead author of a "Digital Manifesto" on how to safeguard democratic values in the digital age.[65] Prof. Helbing was an adviser to theCitizen Science Center Zurich[66] and is an advocate for a Charter of Digital Human Rights.[67]

Dirk Helbing is known for thesocial force model,[68] in particular its application to self-organising phenomena in pedestrian crowds.[69][70][71][72][73][74][75][76] Besides the slower-is-faster effect,[75][77] he introduced the freezing-by-heating effect[78] and the phase diagram of congestedtraffic states.[79][80][81] Helbing also proposed a microscopic foundation of evolutionarygame theory[82] and has studied self-organized behavioral conventions.[83] His work has applied the principles ofcollective intelligence and self-organized control to the optimization of urban[84] and freeway traffic.[85] He has conducted research on norms and conflict, and the role of success-driven motion for the establishment of cooperation among selfish individuals,[86] socio-inspired technology and techno-social systems,[87][88] disasters[89][90] and crisis management.[91]

Living Earth Simulator

[edit]

Helbing was thePrincipal Investigator on a project namedFuturICT Knowledge Accelerator and Crisis Relief System, a computing system working onbig datasets, conceived as sort of acrystal ball of the world.[92] The core of the system is theLiving Earth Simulator, a computing machine attempting "to model global-scale systems — economies, governments, cultural trends, epidemics, agriculture, technological developments, and more — using torrential data streams, sophisticated algorithms, and as much hardware as it takes".[92] However, the project lost in the final round of the application for funding from theEuropean Commission of €1 billion.[92] Despite this, the ideas developed by the group have influenced international research programs.[93] Since 2017, the FuturICT 2.0 project was funded by the European Commission's FLAG-ERA program.[94] It had a focus on digital democracy and a socio-ecological finance system ("finance 4.0", "fin4+"), combiningInternet of Things with blockchain technology.

Noteworthy projects and presentations by Dirk Helbing's research teams in Dresden, Zurich and Delft

[edit]
  • Derivation of the replicator equation in evolutionary game theory[95] and self-organization of behavioral conventions from behavioral imitation.[96]
  • Creation of an electronic traffic assistance system to reduce traffic jams on freeways (an early algorithm for self-driving cars).[97]
  • Invention of a patented[98] self-organized traffic light control system for cities.[99]
  • Semiconductor logistic project withInfineon Technologies increasing throughput by 30%.[100]
  • Development of the "social force model", frequently used for pedestrian and crowd simulation.[101]
  • Establishment of an expert team to improve the safety of pilgrimages.[102]
  • Data-based agent-based simulation study of the Middle Eastern conflict in Jerusalem.[103]
  • Publication "How to save human lives: What complexity science and information systems can contribute".[104]
  • Patent: "Interaction Support Processor" - Ethically aligned design for information systems.[105]
  • Nervousnet App - the Internet of Things as a Citizen Web (in development).[106]
  • Grippenet App for anonymous cooperative health monitoring (in development).[107]
  • Speech at the Out of the Box Conference with World Thinkers and the Dalai Lama on May 16, 2012.[108]
  • Declaration of "Digital Democracy" at the Falling Walls Conference in Berlin on November 9, 2015.[109]
  • Talk at the "Build Peace" Conference in Zurich on September 11, 2016: "A New Paradigm for World Peace Is Possible".[110]
  • BIOTS - Blockchain and Internet of Things School at ETH Zurich, founded in 2016.[111]
  • Co-founded Zurich Hub for Ethics and Technology in (2016).[112]
  • Article in Nature, "Sustainable development: Turn war rooms into peace rooms", Dirk Helbing and Peter Seele, September 28, 2017.[113]
  • Interview at "Petersberger Gespräche" 2017 (Bonn, German) on September 16, 2017: "Artificial Intelligence - from feasibility and superintelligence to planning and envisioning the future".[114]

Controversies

[edit]

Allegations of inappropriate presentation content

[edit]

In February 2022, during a lecture Professor Dirk Helbing presented a slide that some students fromETH Zurich considered inappropriate and insensitive to the Chinese community.[115][116] The students raised their concerns both to Professor Helbing and theETH Zurich Ombudsman and Respect Advice Center, the latter of which provides services related to inappropriate behaviours, discrimination, bullying or allegations at the Institute. A group of Chinese students also wrote open letters to ETH Zurich to address this issue.

Slide that was circulated on the Internet and led to controversies.

Social-media response

[edit]

The allegations by the students have sparked widespread discussion on LinkedIn with comments from students and researchers around the globe.[117] In addition, it was reported that Professor Dirk Helbing received death threats.[118]

Investigation and closure

[edit]

Following an investigation and discussion with the ETH Zurich Ombudsman and Respect Advice center, Professor Dirk Helbing presented an apology statement on Twitter[119] and LinkedIn Accounts.[120] The ETH Zurich Twitter account also mentioned the apology[121] from Professor Dirk Helbing.

Footnotes

[edit]
  1. ^"Golden Idea Award".Idee Suisse (in German). Retrieved2017-05-12.
  2. ^"Helbing, Dirk, Prof. Dr".www.ethz.ch (in German). Retrieved2017-05-12.
  3. ^"People".www.tudelft.nl. Archived fromthe original on 2016-07-25. Retrieved2017-05-12.
  4. ^"Professor Dirk Helbing, "Cooperation, Norms and Conflict: Towards Stimulating the Foundations of Society"".Oxford Martin. Retrieved2017-05-12.
  5. ^"Previous Guest Researchers".www.harvard.edu. Archived fromthe original on 2016-10-26. Retrieved2017-05-12.
  6. ^Helbing, Dirk; Lämmer, Stefan; Lebacque, Jean-Patrick (2005). "Self-Organized Control of Irregular or Perturbed Network Traffic".Optimal Control and Dynamic Games. Advances in Computational Management Science. Vol. 7. pp. 239–74.arXiv:physics/0511018.doi:10.1007/0-387-25805-1_15.ISBN 0-387-25804-3.S2CID 13493932.
  7. ^"Mitarbeiter der Professur Ökonometrie und Statistik, insb. im Verkehrswesen".www.tu-dresden.de (in German). Retrieved2017-05-12.
  8. ^Helbing, Dirk; Farkas, Illés; Vicsek, Tamás (2000). "Simulating dynamical features of escape panic".Nature.407 (6803):487–90.arXiv:cond-mat/0009448.Bibcode:2000Natur.407..487H.doi:10.1038/35035023.PMID 11028994.S2CID 310346.
  9. ^Helbing, Dirk (1998).A Perspective Look at Nonlinear Media: From Physics to Biology and Social Sciences. Berlin: Springer. p. 122.ISBN 978-3-662-14190-8.
  10. ^Helbing, D.; Huberman, B. A.; Maurer, S. M. (2000). "Optimizing Traffic in Virtual and Real Space".Traffic and Granular Flow '99. pp. 193–204.doi:10.1007/978-3-642-59751-0_18.ISBN 978-3-642-64109-1.S2CID 119431705.
  11. ^Helbing, Dirk; Mukamel, David; Schütz, Gunter M. (1999). "Global Phase Diagram of a One-Dimensional Driven Lattice Gas".Physical Review Letters.82 (1):10–13.arXiv:cond-mat/9901158.Bibcode:1999PhRvL..82...10H.doi:10.1103/PhysRevLett.82.10.S2CID 52250340.
  12. ^Helbing, Dirk; Tilch, Benno (1998). "Generalized force model of traffic dynamics".Physical Review E.58 (1):133–138.arXiv:cond-mat/9806243.Bibcode:1998PhRvE..58..133H.doi:10.1103/PhysRevE.58.133.S2CID 119095859.
  13. ^ab"NZZ Podium: Prof. Dr. Dirk Helbing".Neue Zürcher Zeitung (in German). Retrieved2017-05-12.
  14. ^"NZZ Podium: Dirk Helbing".Neue Zürcher Zeitung (in Swiss High German). Retrieved2017-05-12.
  15. ^"Mitarbeiter der Professur Ökonometrie und Statistik, insb. im Verkehrswesen".TU Dresden. Retrieved2017-05-12.
  16. ^"Mitgliederverzeichnis".www.leopoldina.org (in German). Retrieved2017-05-12.
  17. ^"World Academy of Art & Science: General Listing".www.worldacademy.org. Archived fromthe original on 2019-03-28. Retrieved2017-05-12.
  18. ^"Honorary Doctorates - Delft Outlook".Delft Outlook. Retrieved2017-05-12.
  19. ^"Ehrungen und Preise an ETH-Angehörige 2014".www.ethz.ch (in German). Archived fromthe original on 2017-09-26. Retrieved2017-05-12.
  20. ^"PhD Program in Engineering Social Technologies for a Responsible Digital Future".TU Delft (in Dutch). Retrieved2017-05-12.
  21. ^Helbing, Dirk (1990-01-01). "Physikalische Modellierung des dynamischen Verhaltens von Fußgängern (Physical Modeling of the Dynamic Behavior of Pedestrians)".SSRN Electronic Journal.doi:10.2139/ssrn.2413177.SSRN 2413177.
  22. ^Helbing, Dirk (1996-01-01).Stochastische Methoden, nichtlineare Dynamik und quantitative Modelle sozialer Prozesse. Shaker.ISBN 978-3-86111-547-2.OCLC 75838775.
  23. ^Anhäuser, Marcus (2010-05-19)."Sie verstehen zu überleben".sueddeutsche.de (in German).ISSN 0174-4917. Retrieved2017-05-12.
  24. ^Helbing, Dirk; Treiber, Martin (1998-12-11). "Jams, Waves, and Clusters".Science.282 (5396):2001–2003.doi:10.1126/science.282.5396.2001.ISSN 0036-8075.S2CID 60811443.
  25. ^Deutsche Physikalische Gesellschaft. 2009. "Arbeitskreis 'Physik Sozio-ökonomischer Systeme' Gegründet."http://www.dpg-physik.de/dpg/gliederung/fv/soe/historie/phbl.htmlArchived 2017-06-07 at theWayback Machine
  26. ^Helbing, Dirk; Molnár, Péter (1995). "Social force model for pedestrian dynamics".Physical Review E.51 (5):4282–4286.arXiv:cond-mat/9805244.Bibcode:1995PhRvE..51.4282H.doi:10.1103/PhysRevE.51.4282.PMID 9963139.S2CID 29333691.
  27. ^Helbing, Dirk; Huberman, Bernardo A. (1998). "Coherent moving states in highway traffic".Nature.396 (6713):738–740.arXiv:cond-mat/9805025.Bibcode:1998Natur.396..738H.doi:10.1038/25499.S2CID 18430246.
  28. ^Ben-Jacob, Eshel; Cohen, Inon; Golding, Ido; Gutnick, David L.; Tcherpakov, Marianna; Helbing, Dirk; Ron, Ilan G. (2000). "Bacterial cooperative organization under antibiotic stress".Physica A: Statistical Mechanics and Its Applications.282 (1–2):247–282.Bibcode:2000PhyA..282..247B.doi:10.1016/S0378-4371(00)00093-5.
  29. ^Farkas, I.; Helbing, D.; Vicsek, T. (2002). "Social behaviour: Mexican waves in an excitable medium".Nature.419 (6903):131–132.arXiv:cond-mat/0210073.Bibcode:2002Natur.419..131F.doi:10.1038/419131a.PMID 12226653.S2CID 4309609.
  30. ^TU Dresden."Mitarbeiter der Professur Ökonometrie und Statistik, insb. im Verkehrswesen" (in German). Retrieved2017-05-10.
  31. ^Kesting, Arne; Treiber, Martin; Helbing, Dirk (2007). "General Lane-Changing Model MOBIL for Car-Following Models".Transportation Research Record: Journal of the Transportation Research Board.1999:86–94.doi:10.3141/1999-10.S2CID 39345746.
  32. ^Kesting, Arne; Treiber, Martin; Schönhof, Martin; Kranke, Florian; Helbing, Dirk (2007). "Jam-Avoiding Adaptive Cruise Control (ACC) and its Impact on Traffic Dynamics".Traffic and Granular Flow'05. pp. 633–43.doi:10.1007/978-3-540-47641-2_62.ISBN 978-3-540-47640-5.S2CID 17325754.
  33. ^Helbing, Dirk; Siegmeier, Jan; Lämmer, Stefan (2013). "Self-Organized Network Flows".Modelling and Optimisation of Flows on Networks. Lecture Notes in Mathematics. Vol. 2062. pp. 335–55.arXiv:physics/0702173.doi:10.1007/978-3-642-32160-3_6.ISBN 978-3-642-32159-7.
  34. ^Ehrenberg, Rachel."Adaptive Traffic Lights Could Achieve 'The Green Wave'".WIRED. Retrieved2017-05-12.
  35. ^Haene, Stefan (2012-05-14)."Die revolutionäre Idee des Professors: Der Verkehr steuert die Ampeln".Tages-Anzeiger, Tages-Anzeiger (in German).ISSN 1422-9994. Retrieved2017-05-12.
  36. ^Dirk Helbing, Stefan Lammer (2008-09-25),Method For Coordination of Concurrent Processes or for Control of the Transport of Mobile Units Within a Network (in German), retrieved2017-05-10
  37. ^Helbing, Dirk; Johansson, Anders; Al-Abideen, Habib Zein (2007). "Dynamics of crowd disasters: An empirical study".Physical Review E.75 (4) 046109.arXiv:physics/0701203.Bibcode:2007PhRvE..75d6109H.doi:10.1103/PhysRevE.75.046109.PMID 17500963.S2CID 21398961.
  38. ^Helbing, Dirk; Szolnoki, Attila; Perc, Matjaž; Szabó, György (2010)."Evolutionary Establishment of Moral and Double Moral Standards through Spatial Interactions".PLOS Computational Biology.6 (4) e1000758.arXiv:1003.3165.Bibcode:2010PLSCB...6E0758H.doi:10.1371/journal.pcbi.1000758.PMC 2861625.PMID 20454464.
  39. ^Helbing, Dirk; Szolnoki, Attila; Perc, Matjaž; Szabó, György (2010). "Punish, but not too hard: How costly punishment spreads in the spatial public goods game".New Journal of Physics.12 (8) 083005.arXiv:1007.0431.Bibcode:2010NJPh...12h3005H.doi:10.1088/1367-2630/12/8/083005.S2CID 9443807.
  40. ^Helbing, Dirk (2012). "Agent-Based Modeling".Social Self-Organization. Understanding Complex Systems. pp. 25–70.doi:10.1007/978-3-642-24004-1_2.ISBN 978-3-642-24003-4.
  41. ^"Dirk Helbing Publications in Nature - Google Scholar" (in German). Retrieved2017-05-10.
  42. ^"Dirk Helbing Publications in Science - Google Scholar" (in German). Retrieved2017-05-10.
  43. ^"Dirk Helbing Publications in the Proceedings of the National Academy of Sciences - Google Scholar" (in German). Retrieved2017-05-10.
  44. ^www.inware.ch."Golden Idea Award" (in German). Retrieved2017-05-10.
  45. ^"Competence Center for "Coping with Crisis in Socio-Economic Systems"" (in German). ETH. Retrieved2017-05-10.
  46. ^ETH."Risk Center Alumni". Archived fromthe original on 2017-04-28. Retrieved2017-05-10.
  47. ^"Prof. Dirk Helbing". Retrieved2017-05-10.
  48. ^ETH Zurich."Decision Science Laboratory" (in German). Retrieved2017-05-10.
  49. ^"Dr Seldon, I presume".The Economist (in German). 2013-02-23. Retrieved2017-05-10.
  50. ^Alexander Stirn (2012-04-10),"EU-Forschungswettbewerb: Simulator für Soziales",Die Zeit (in German), Hamburg,ISSN 0044-2070, retrieved2017-05-10
  51. ^Helbing, Dirk (2013). "Globally networked risks and how to respond".Nature.497 (7447):51–59.Bibcode:2013Natur.497...51H.doi:10.1038/nature12047.PMID 23636396.S2CID 4428023.
  52. ^Helbing, Dirk; Pournaras, Evangelos (2015-11-05)."Society: Build digital democracy".Nature.527 (7576):33–34.Bibcode:2015Natur.527...33H.doi:10.1038/527033a.PMID 26536943.
  53. ^"Offene Daten für eine smarte Gesellschaft".www.netzwoche.ch (in German). 22 February 2017. Retrieved2017-05-12.
  54. ^World Economic Forum's Global Agenda Council on Complex Systems (January 2013), World Economic Forum (ed.),Perspectives on a Hyperconnected World: Insights from the Science of Complexity(PDF) (in German)
  55. ^"Modeling suggests crowds are best navigated around the edges | Santa Fe Institute". 10 November 2011. Retrieved2017-05-10.
  56. ^Complexity Science Hub Vienna."External Faculty". Archived fromthe original on 2017-05-22. Retrieved2017-05-10.
  57. ^The Global Brain Institute."Members" (in German). Archived fromthe original on 2019-08-01. Retrieved2017-05-10.
  58. ^ICES Foundation."Profile: Dirk Helbing" (in German). Retrieved2017-05-10.
  59. ^"Blockchain: Use-Cases im öffentlichen Sektor". staatslabor.ch. Retrieved2017-05-10.
  60. ^"Blockchain[X] – Platform for Business, Government and Academia to profit from Blockchain". Retrieved2017-05-10.
  61. ^"Blockchain Labs: Faculty Team". Retrieved2017-05-10.
  62. ^Burger, Stephanie (2018-01-29)."Auf dem Weg zur Blockchain-Gesellschaft".Mittelbayerische (in German). Retrieved2018-04-14.
  63. ^"Bund ernennt Big-Data-Gruppe - gegen seinen Willen" (in German). 27 August 2015. Retrieved2017-05-03.
  64. ^"Digitalisierte Gesellschaft" (in German). Retrieved2017-05-03.
  65. ^"IT-Revolution: Digitale Demokratie statt Datendiktatur" (in German). Retrieved2018-05-18.
  66. ^"Citizen Science Center Zurich - About".Citizen Science Center Zurich. Retrieved2018-04-14.
  67. ^"Digitale Charta für Europa vorgestellt".www.netzwoche.ch (in German). December 2016. Retrieved2018-05-18.
  68. ^"Dirk Helbing's Publons profile".
  69. ^"The wisdom of crowds".The Economist. 2011-12-17.ISSN 0013-0613. Retrieved2017-05-12.
  70. ^"How Fluid Dynamics Can Help You Navigate Crowds".Smithsonian. Retrieved2017-05-12.
  71. ^Rogers, Adam."The Hajj Stampede Is a Fluid Dynamics Problem".WIRED. Retrieved2017-05-12.
  72. ^Germany, SPIEGEL ONLINE, Hamburg (25 October 2007)."Making Mecca Safe for Pilgrims: Panic Specialists Bring Order to the Hajj - SPIEGEL ONLINE - International".Der Spiegel. Retrieved2017-05-12.{{cite news}}: CS1 maint: multiple names: authors list (link)
  73. ^Helbing, Dirk; Molnár, Péter (1995). "Social force model for pedestrian dynamics".Physical Review E.51 (5):4282–4286.arXiv:cond-mat/9805244.Bibcode:1995PhRvE..51.4282H.doi:10.1103/PhysRevE.51.4282.PMID 9963139.S2CID 29333691.
  74. ^Helbing, Dirk; Molnár, Péter; Farkas, Illés J; Bolay, Kai (2001). "Self-organizing pedestrian movement".Environment and Planning B.28 (3):361–383.doi:10.1068/b2697.S2CID 16276539.
  75. ^abHelbing, Dirk; Farkas, Illés;Vicsek, Tamás (2000). "Simulating dynamical features of escape panic".Nature.407 (6803):487–490.arXiv:cond-mat/0009448.Bibcode:2000Natur.407..487H.doi:10.1038/35035023.PMID 11028994.S2CID 310346.
  76. ^Helbing, Dirk; Buzna, Lubos; Johansson, Anders; Werner, Torsten (2005). "Self-organized pedestrian crowd dynamics: Experiments, simulations, and design solutions".Transportation Science.39 (1):1–24.doi:10.1287/trsc.1040.0108.
  77. ^Dizikes, Peter (March 17, 2016)."When slower is faster".MIT News. Retrieved2017-05-12.
  78. ^Helbing, Dirk; Farkas, Illés J;Vicsek, Tamás; Werner, Torsten (2000). "Freezing by heating in a driven mesoscopic system".Physical Review Letters.84 (6):1240–1243.arXiv:cond-mat/9904326.Bibcode:2000PhRvL..84.1240H.doi:10.1103/PhysRevLett.84.1240.PMID 11017488.S2CID 18649078.
  79. ^Helbing, Dirk; Treiber, Martin (1998). "Gas-kinetic-based traffic model explaining observed hysteretic phase transition".Physical Review Letters.81 (14):3042–3045.arXiv:cond-mat/9810277.Bibcode:1998PhRvL..81.3042H.doi:10.1103/PhysRevLett.81.3042.S2CID 119045169.
  80. ^Helbing, Dirk; Treiber, Martin (2008). "Derivation of a fundamental diagram for urban traffic flow".European Physical Journal B.70 (2):229–241.arXiv:0807.1843.Bibcode:2009EPJB...70..229H.doi:10.1140/epjb/e2009-00093-7.S2CID 18557947.
  81. ^Budiansky, Stephen."The Physics of Gridlock".The Atlantic. Retrieved2017-05-12.
  82. ^A mathematical model for behavioral changes by pair interactions, D. Helbing (1992) Pages 330–348 in: G. Haag, U. Mueller, and K. G. Troitzsch (eds.) Economic Evolution and Demographic Change. Formal Models in Social Sciences (Springer, Berlin).
  83. ^D. Helbing (1994)."A mathematical model for the behavior of individuals in a social field"(PDF).Journal of Mathematical Sociology.19 (3):189–219.arXiv:cond-mat/9805194.doi:10.1080/0022250x.1994.9990143.S2CID 18777712.
  84. ^Lämmler, Stefan; Helbing, Dirk (2008). "Self-control of traffic lights and vehicle flows in urban road networks".Journal of Statistical Mechanics: Theory and Experiment.2008 (4) P04019.arXiv:0802.0403.Bibcode:2008JSMTE..04..019L.doi:10.1088/1742-5468/2008/04/P04019.S2CID 2787848.
  85. ^Kesting, Arne; Treiber, Martin; Schönhof, Martin; Helbing, Dirk (2008). "Adaptive cruise control design for active congestion avoidance".Transportation Research C.16 (6):668–683.doi:10.1016/j.trc.2007.12.004.
  86. ^Helbing, Dirk; Yu, Wenjian (2009)."The outbreak of cooperation among success-driven individuals under noisy conditions".Proceedings of the National Academy of Sciences of the United States of America.106 (10):3680–3685.arXiv:0903.4054.Bibcode:2009PNAS..106.3680H.doi:10.1073/pnas.0811503106.PMC 2646628.PMID 19237576.
  87. ^Gilbert, Nigel; Xenitidou, Maria; Helbing, Dirk; Jelasity, M.; Medo, M.; Pouwelse, J.; Roth, C.; Ziembowicz, M.; Zistler, A. (2014-01-01)."Quality collectives: evolving socio-technical systems to support quality".QLectives Working Paper: 1.
  88. ^Zwitter, Dirk Helbing, Bruno S. Frey, Gerd Gigerenzer, Ernst Hafen, Michael Hagner, Yvonne Hofstetter, Jeroen van den Hoven, Roberto V. Zicari, Andrej."Will Democracy Survive Big Data and Artificial Intelligence?".Scientific American. Retrieved2017-05-12.{{cite news}}: CS1 maint: multiple names: authors list (link)
  89. ^Simonsen, Ingve; Buzna, Lubos; Peters, Karsten; Bornholdt, Stefan; Helbing, Dirk (2008). "Transient dynamics increasing network vulnerability to cascading failures".Physical Review Letters.100 (21):1–4.arXiv:0704.1952.Bibcode:2008PhRvL.100u8701S.doi:10.1103/PhysRevLett.100.218701.PMID 18518644.S2CID 18218779.
  90. ^Frank, Adam."Word Of The Day: Hyper-Risk".NPR.org. Retrieved2017-05-12.
  91. ^Buzna, Lubos; Peters, Karsten; Ammoser, Hendrik; Kühnert, Christian; Helbing, Dirk (2007). "Efficient response to cascading disaster spreading".Physical Review E.75 (5) 056107.arXiv:physics/0611244.Bibcode:2007PhRvE..75e6107B.doi:10.1103/PhysRevE.75.056107.PMID 17677133.S2CID 6221342.
  92. ^abcDavid Weinberger,The Machine That Would Predict the Future,Scientific American, Dec 2011, Vol. 305, Issue no. 6
  93. ^DARPA (23 June 2016)."Breakout Session 5: Frontiers in Social Science"(PDF).Defense Advanced Research Projects Agency. Retrieved15 June 2017.
  94. ^"FLAG-ERA JTC 2016 Project Kick-off Seminar".FLAG-ERA. 28 April 2017. Retrieved15 June 2017.
  95. ^Helbing, Dirk (1996-03-01). "A stochastic behavioral model and a 'Microscopic' foundation of evolutionary game theory".Theory and Decision.40 (2):149–179.arXiv:cond-mat/9805340.doi:10.1007/BF00133171.ISSN 0040-5833.S2CID 14185669.
  96. ^Haag G, Mueller U, and Troitzsch K G. (1992).Economic Evolution and Demographic Change. Berlin: Springer.ISBN 978-3-642-48808-5.{{cite book}}: CS1 maint: multiple names: authors list (link)
  97. ^Kesting, Arne; Treiber, Martin; Helbing, Dirk (2010-10-13). "Enhanced intelligent driver model to access the impact of driving strategies on traffic capacity".Philosophical Transactions of the Royal Society of London A: Mathematical, Physical and Engineering Sciences.368 (1928):4585–4605.arXiv:0912.3613.Bibcode:2010RSPTA.368.4585K.doi:10.1098/rsta.2010.0084.ISSN 1364-503X.PMID 20819823.S2CID 1769577.
  98. ^WO 2006122528, Helbing, Dirk & Laemmer, Stefan, "Method for coordination of concurrent processes for control of the transport of mobile units within a network", published Jan 25, 2007 
  99. ^Lämmer, Stefan; Helbing, Dirk (2008). "Self-control of traffic lights and vehicle flows in urban road networks".Journal of Statistical Mechanics: Theory and Experiment.2008 (4) P04019.arXiv:0802.0403.Bibcode:2008JSMTE..04..019L.doi:10.1088/1742-5468/2008/04/P04019.ISSN 1742-5468.S2CID 2787848.
  100. ^Helbing, Dirk; Seidel, Thomas; Lmmer, Stefan; Peters, Karsten (2006). "Self-organization Principles in Supply Networks and Production Systems".Econophysics and Sociophysics. pp. 535–59.doi:10.1002/9783527610006.ch19.ISBN 978-3-527-61000-6.
  101. ^Helbing, Dirk; Molnár, Péter (1995-05-01). "Social force model for pedestrian dynamics".Physical Review E.51 (5):4282–4286.arXiv:cond-mat/9805244.Bibcode:1995PhRvE..51.4282H.doi:10.1103/PhysRevE.51.4282.PMID 9963139.S2CID 29333691.
  102. ^Helbing, Dirk; Johansson, Anders; Al-Abideen, Habib Zein (2007-04-18). "Dynamics of crowd disasters: An empirical study".Physical Review E.75 (4) 046109.arXiv:physics/0701203.Bibcode:2007PhRvE..75d6109H.doi:10.1103/PhysRevE.75.046109.PMID 17500963.S2CID 21398961.
  103. ^Bhavnani, Ravi; Donnay, Karsten; Miodownik, Dan; Mor, Maayan; Helbing, Dirk (2014-01-01). "Group Segregation and Urban Violence".American Journal of Political Science.58 (1):226–245.doi:10.1111/ajps.12045.ISSN 1540-5907.
  104. ^Helbing, Dirk; Brockmann, Dirk; Chadefaux, Thomas; Donnay, Karsten; Blanke, Ulf; Woolley-Meza, Olivia; Moussaid, Mehdi; Johansson, Anders; Krause, Jens (2015-02-01)."Saving Human Lives: What Complexity Science and Information Systems can Contribute".Journal of Statistical Physics.158 (3):735–781.arXiv:1402.7011.Bibcode:2015JSP...158..735H.doi:10.1007/s10955-014-1024-9.ISSN 0022-4715.PMC 4457089.PMID 26074625.
  105. ^WO 2015118455, Helbing, Dirk, "Interaction Support Processor", published 2015-08-14 
  106. ^"NervousNet".nervousnet.info. Retrieved2017-06-23.
  107. ^"GrippeNet: Startseite".de.grippenet.ch (in German). Retrieved2017-06-23.
  108. ^FuturICT (2017-06-26),Dirk Helbing's speech at the Out of the Box Conference with World Thinkers & HH the Dalai Lama,archived from the original on 2021-12-21, retrieved2017-06-26
  109. ^Falling Walls Berlin (2016-01-18),Dirk Helbing – Breaking the Wall to Digital Democracy (FW2015),archived from the original on 2021-12-21, retrieved2017-06-23
  110. ^FuturICT (2016-09-27),A New Paradigm for World Peace is Possible!,archived from the original on 2021-12-21, retrieved2017-06-23
  111. ^"BIOTS - Blockchain And the Internet of Things". Retrieved2018-05-18.
  112. ^"About Zurich Hub for Ethics and Technology". Retrieved2018-05-18.
  113. ^Helbing, Dirk; Seele, Peter (2017-09-27). "Sustainable development: Turn war rooms into peace rooms".Nature.549 (7673): 458.Bibcode:2017Natur.549..458H.doi:10.1038/549458c.ISSN 0028-0836.PMID 28959973.S2CID 52866297.
  114. ^Peterberger Gespräche (2017-09-16),Interview with Professor Dirk Helbing, retrieved 2018-03-02
  115. ^Enz, Ursina (24 March 2022)."Vorlesungsfolie sorgt für Rassismusvorwürfe an der ETH". Zürcher Studierendenzeitung. Zürcher Studierendenzeitung. Retrieved3 March 2023.
  116. ^Roth, Jonas (12 March 2022)."Cancel-Culture an der ETH: Ein Professor erhält Morddrohungen wegen einer Vorlesungsfolie". Neue Zürcher Zeitung AG. Neue Zürcher Zeitung AG. Retrieved3 March 2023.
  117. ^"Professor Dirk Helbing issues apology after receiving death threats over lecture taken out of context".www.reddit.com. 28 February 2022. Retrieved3 March 2023.
  118. ^Enz, Ursina (24 March 2022)."Vorlesungsfolie sorgt für Rassismusvorwürfe an der ETH". Zürcher Studierendenzeitung. Zürcher Studierendenzeitung. Retrieved3 March 2023.
  119. ^Helbing, Dirk."My apologies! I am really very sorry for what happened".www.twitter.com. Retrieved3 March 2023.
  120. ^Helbing, Dirk."I would like to apologise!".www.linkedin.com. Retrieved3 March 2023.
  121. ^ETH, Zurich."Prof. Helbing apologizes for offending people; this was never his intention". Retrieved3 March 2023.

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