@article{szell2026qac,
  title = {Quality assessment of a country-wide bicycle node network with loop census analysis},
  author = {Szell, Michael and Vybornova, Anastassia and Vier{\o}, Ane Rahbek},
  journal = {arXiv preprint arXiv:2604.07029},
  year = {2026}
}

@article{sebastiao2026rvr,
  title = {Right-wing Votes Relate to Delays in Bicycle Network Development},
  author = {Sebastiao, Cl{\'e}ment and Szell, Michael},
  journal = {Findings},
  year = {2026},
  pages = {1--8},
  doi = {10.32866/001c.163938}
}

@article{sebastiao2026tob,
  title = {The trade-off between directness and coveragein transport network growth},
  author = {Sebastiao, Cl{\'e}ment and Vybornova, Anastassia and Vier{\o}, Ane Rahbek and Aiello, Luca Maria and Szell, Michael},
  journal = {Applied Network Science},
  year = {2026},
  volume = {34},
  number = {11},
  pages = {1--36},
  doi = {10.1007/s41109-026-00792-5}
}

@article{vybornova2025bdd,
  title = {BikeNodePlanner: A data-driven decision support tool for bicycle node network planning},
  author = {Vybornova, Anastassia and Vier{\o}, Ane Rahbek and Hansen, Kirsten Krogh and Szell, Michael},
  journal = {Environment and Planning B: Urban Analytics and City Science},
  year = {2025},
  volume = {52},
  number = {7},
  pages = {1771--1780},
  doi = {10.1177/23998083251355999}
}

@inbook{alessandretti2025um,
  author = {Alessandretti, Laura and Szell, Michael},
  editor = {Rybski, Diego},
  title = {Urban Mobility},
  booktitle = {Compendium of Urban Complexity},
  year = {2025},
  publisher = {Springer Nature Switzerland},
  pages = {75--98},
  isbn = {978-3-031-82666-5},
  doi = {10.1007/978-3-031-82666-5_4}
}

@article{viero2025nad,
  title = {{Network analysis of the Danish bicycle infrastructure: Bikeability across urban-rural divides}},
  author = {Vier{\o}, Ane Rahbek and Szell, Michael},
  journal = {Geographical Analysis},
  year = {2025},
  volume = {57},
  number = {1},
  pages = {52--87},
  doi = {10.1111/gean.70012}
}

@article{wolf2025cam,
  title = {{CoolWalks} for active mobility in urban street networks},
  author = {Wolf, Henrik and Vier{\o}, Ane Rahbek and Szell, Michael},
  journal = {Scientific Reports},
  year = {2025},
  volume = {15},
  number = {14911},
  doi = {10.1038/s41598-025-97200-2}
}

@article{aiello2025uhb,
  title = {Urban highways are barriers to social ties},
  author = {Aiello, Luca Maria and Vybornova, Anastassia and Juh{\'a}sz, S{\'a}ndor and Szell, Michael and Bok{\'a}nyi, Eszter},
  journal = {Proceedings of the National Academy of Sciences},
  volume = {122},
  number = {10},
  pages = {e2408937122},
  year = {2025},
  doi = {10.1073/pnas.2408937122}
}

@article{lonardi2025cub,
  title = {Cohesive urban bicycle infrastructure design through optimal transport routing in multilayer networks},
  author = {Lonardi, Alessandro and Szell, Michael and De Bacco, Caterina},
  journal = {Journal of the Royal Society Interface},
  year = {2025},
  volume = {22},
  number = {223},
  doi = {10.1098/rsif.2024.0532}
}

@article{viero2024tsd,
  title = {Teaching spatial data science},
  author = {Vier{\o}, Ane Rahbek and Szell, Michael},
  journal = {Geoforum Perspektiv},
  year = {2024},
  volume = {23},
  number = {44},
  pages = {52--57},
  doi = {10.54337/ojs.perspektiv.v23i44.8383}
}

@article{szell2024wnp,
  title = {Was the {Nobel} prize for physics? {Yes} -- not that it matters},
  author = {Szell, Michael and Ma, Yifang and Sinatra, Roberta},
  journal = {Nature},
  volume = {634},
  number = {782},
  doi = {10.1038/d41586-024-03435-w},
  year = {2024}
}

@article{buth2024spp,
  title = {superblockify: A Python Package for Automated Generation, Visualization, and Analysis of Potential Superblocks in Cities},
  author = {B{\"u}th, Carlson Moses and Vybornova, Anastassia and Szell, Michael},
  journal = {Journal of Open Source Software},
  volume = {9},
  number = {100},
  pages = {6798},
  doi = {10.21105/joss.06798},
  year = {2024}
}

@article{viero2025hgo,
  title = {How Good Is Open Bicycle Network Data? A Countrywide Case Study of Denmark},
  author = {Vier{\o}, Ane Rahbek and Vybornova, Anastassia and Szell, Michael},
  journal = {Geographical Analysis},
  volume = {57},
  number = {1},
  pages = {52--87},
  doi = {10.1111/gean.12400},
  year = {2025}
}

@article{rhoads2023snr,
  Title = {Sidewalk networks: Review and outlook},
  Author = {Rhoads, Daniel and Rames, Cl{\'e}ment and Sol{\'e}-Ribalta, Albert and Gonz{\'a}lez, Marta C. and Szell, Michael and Borge-Holthoefer, Javier},
  Journal = {Computers, Environment and Urban Systems},
  Year = {2023},
  Volume = {106},
  Pages = {102031},
  Doi = {10.1016/j.compenvurbsys.2023.102031}
}

@article{viero2024btb,
  Title = {BikeDNA: A Tool for Bicycle Infrastructure Data & Network Assessment},
  Author = {Vier{\o}, Ane Rahbek and Vybornova, Anastassia and Szell, Michael},
  Journal = {Environment and Planning B: Urban Analytics and City Science},
  Year = {2024},
  Volume = {51},
  Number = {2},
  Pages = {512--528},
  Doi = {10.1177/23998083231184471}
}

@article{battiston2023rdg,
  title = {Revealing the determinants of gender inequality in urban cycling with large-scale data},
  author = {Battison, Alice and Napoli, Ludovico and Bajardi, Paolo and Panisson, Andr{\'e} and Perotti, Alan and Szell, Michael and Schifanella, Rossano},
  journal = {EPJ Data Science},
  volume = {12},
  number = {9},
  doi = {10.1140/epjds/s13688-023-00385-7}
  year = {2023}
}

@article{coscia2022fmg,
  title = {Fast Multiplex Graph Association Rules for Link Prediction},
  author = {Coscia, Michele and Borgelt, Christian and Szell, Michael},
  journal = {arXiv preprint arXiv:2211.12094},
  year = {2022}
}

@article{breum2022cdl,
  title = {Computational Desire Line Analysis of Cyclists on the Dybb{\o}lsbro Intersection in Copenhagen},
  author = {Breum, Simon Martin and Kostic, Bojan and Szell, Michael},
  journal = {Transport Findings},
  year = {2022},
  volume = {56683},
  doi = {10.32866/001c.56683}
}

@article{folco2023dmn,
  title = {Data-driven micromobility network planning for demand and safety},
  author = {Folco, Pietro and Gauvin, Laetitia and Tizzoni, Michele and Szell, Michael},
  journal = {Environment and Planning B: Urban Analytics and City Science},
  year = {2023},
  volume = {50},
  number = {8},
  pages = {2087--2102},
  doi = {10.1177/23998083221135611}
}

@article{alessandretti2023mum,
  title = {Multimodal urban mobility and multilayer transport networks},
  author = {Alessandretti, Laura and Natera Orozco, Luis Guillermo and Saberi, Meead and Szell, Michael and Battiston, Federico},
  journal = {Environment and Planning B: Urban Analytics and City Science},
  year = {2023},
  volume = {50},
  number = {8},
  pages = {2038--2070},
  doi = {10.1177/23998083221108190}
}
	
@article{klanjcic2022iuf,
  title = {Identifying urban features for vulnerable road user safety in {E}urope},
  author = {Klanj\v{c}i{\'c}, Marina and Gauvin, Laetitia and Tizzoni, Michele and Szell, Michael},
  journal = {EPJ Data Science},
  year = {2022},
  volume = {11},
  number = {27},
  doi = {10.1140/epjds/s13688-022-00339-5}
}

@article{szell2022gub,
  title = {Growing urban bicycle networks},
  author = {Szell, Michael and Mimar, Sayat and Perlman, Tyler and Ghoshal, Gourab and Sinatra, Roberta},
  journal = {Scientific Reports},
  year = {2022},
  volume = {12},
  number = {6765},
  doi = {10.1038/s41598-022-10783-y}
}

@article{vybornova2023adm,
  title = {Automated Detection of Missing Links in Bicycle Networks},
  author = {Vybornova, Anastassia and Cunha, Tiago and G{\"u}hnemann, Astrid and Szell, Michael},
  journal = {Geographical Analysis},
  year = {2023},
  volume = {55},
  number = {2},
  pages = {239--267},
  doi = {10.1111/gean.12324}
}

@inproceedings{coscia2021mga,
  title = {Multilayer Graph Association Rules for Link Prediction},
  author = {Coscia, Michele and Szell, Michael},
  journal = {Proceedings of the International AAAI Conference on Web and Social Media},
  year = {2021},
  volume = {15},
  number = {1},
  pages = {129--139}
}

@article{schlapfer2021uvl,
  title = {The universal visitation law of human mobility},
  author = {Schl{\"a}pfer, Markus and Dong, Lei and O'Keefee, Kevin and Santi, Paolo and Szell, Michael and Salat, Hadrien and Anklesaria, Samuel and Vazifeh, Mohammad and Ratti, Carlo and West, Geoffrey B.},
  journal = {Nature},
  year = {2021},
  volume = {593},
  number = {7860},
  pages = {522--527},
  doi = {10.1038/s41586-021-03480-9}
}

@article{nateraorozco2020dso,
  title = {Data-driven strategies for optimal bicycle network growth},
  author = {Natera Orozco, Luis Guillermo and Battiston, Federico and I{\~n}iguez, Gerardo and Szell, Michael},
  journal = {Royal Society Open Science},
  year = {2020},
  volume = {7},
  number = {201130},
  doi = {10.1098/rsos.201130}
}

@article{nateraorozco2020emf,
  title = {Extracting the multimodal fingerprint of urban transportation networks},
  author = {Natera Orozco, Luis Guillermo and Battiston, Federico and I{\~n}iguez, Gerardo and Szell, Michael},
  journal = {Transport Findings},
  year = {2020},
  volume = {13171},
  doi = {10.32866/001c.13171}
}

@article{resch2019hds,
  title = {Human-Centric Data Science for Urban Studies},
  author = {Resch, Bernd and Szell, Michael},
  journal = {ISPRS International Journal of Geo-Information},
  year = {2019},
  volume = {8},
  number = {584},
  doi = {10.3390/ijgi8120584}
}

@article{battiston2019tcp,
  title = {Taking census of physics},
  author = {Battiston, Federico and Musciotto, Federico and Wang, Dashun and Barab{\'a}si, Albert-L{\'a}szl{\'o} and Szell, Michael and Sinatra, Roberta},
  journal = {Nature Reviews Physics},
  year = {2019},
  volume = {1},
  pages = {89--97},
  doi = {10.1038/s42254-018-0005-3}
}

@article{szell2018noi,
  title = {A Nobel opportunity for interdisciplinarity},
  author = {Szell, Michael and Ma, Yifang and Sinatra, Roberta},
  journal = {Nature Physics},
  year = {2018},
  volume = {14},
  pages = {1075--1078},
  doi = {10.1038/s41567-018-0314-6}
}

@article{szell2018cqv,
  title = {Crowdsourced quantification and visualization of urban mobility space inequality},
  author = {Szell, Michael},
  journal = {Urban Planning},
  year = {2018},
  volume = {3},
  pages = {1--20},
  doi = {10.17645/up.v3i1.1209}
}

@article{grauwin2017ims,
  title = {Identifying and modeling the structural discontinuities of human interactions},
  author = {Grauwin, Sebastian and Szell, Michael and Sobolevsky, Stanislav and H{\"o}vel, Philipp and Simini, Filippo and Vanhoof, Maarten and Smoreda, bigniew and Barab{\'a}si, Albert-L{\'a}szl{\'o} and Ratti, Carlo},
  journal = {Scientific Reports},
  year = {2017},
  volume = {7},
  number = {46677},
  doi = {10.1038/srep46677}
}

@article{tachet2017slu,
  title = {Scaling law of urban ride sharing},
  author = {Tachet, Remi and Sagarra, Oleguer and Santi, Paolo and Resta, Giovanni and Szell, Michael and Strogatz, Steven H and Ratti, Carlo},
  journal = {Scientific Reports},
  year = {2017},
  volume = {7},
  number = {42868},
  doi = {10.1038/srep42868}
}

@inbook{holovatch2017avw,
  title = {Maths Meets Myths: Complexity-science approaches to folktales, myths, sagas, and histories},
  author = {Holovatch, Yurij and Mryglod, Olesya and Szell, Michael and Thurner, Stefan},
  chapter = {Analyses of a Virtual World},
  editor = {Kenna, Ralph and MacCarron, P{\'a}draig and MacCarron, M{\'a}ir{\'i}n},
  publisher = {Springer},
  year = {2017},
  pages = {115--130},
  doi = {10.1007/978-3-319-39445-9_7}
}

@article{nyhan2016pve,
  title = {Predicting vehicular emissions in high spatial resolution using pervasively measured transportation data and microscopic emissions model},
  author = {Nyhan, Marguerite and Sobolevsky, Stanislav and Kang, Chaogui and Robinson, Prudence and Corti, Andrea and Szell, Michael and Streets, David and Lu, Zifeng and Britter, Rex and  Barrett, Steven R.H. and Ratti, Carlo},
  journal = {Atmospheric Environment},
  volume = {140},
  pages = {352--363},
  year = {2016},
  publisher = {Elsevier},
  doi = {10.1016/j.atmosenv.2016.06.018}
}

@article{szell2015rfg,
  title = {Research funding goes to rich clubs},
  author = {Szell, Michael and Sinatra, Roberta},
  journal = {Proceedings of the National Academy of Sciences},
  year  = {2015},
  volume = {112},
  number = {48},
  pages = {14749--14750},
  doi = {10.1073/pnas.1520118112}
}

@article{sinatra2015cp,
  title = {A century of physics},
  author = {Sinatra, Roberta and Deville, Pierre and Szell, Michael and Wang, Dashun and Barab{\'a}si, Albert-L{\'a}szl{\'o}},
  journal = {Nature Physics},
  year = {2015},
  volume = {11},
  number = {10},
  pages = {791--796},
  doi = {10.1038/nphys3494}
}

@conference{szell2015tse,
  title = {Trip sharing in the era of self-driving cars},
  author = {Szell, Michael and Santi, Paolo and Ratti, Carlo},
  booktitle = {NYU Marron Institute conference on self-driving vehicles},
  year = {2015}
}

@article{sagarra2015snr,
  title = {Supersampling and Network Reconstruction of Urban Mobility},
  author = {Sagarra, Oleguer and Szell, Michael and Santi, Paolo and Diaz-Guilera, Albert and Ratti, Carlo},
  journal = {PLOS ONE},
  year = {2015},
  volume = {10},
  number = {8},
  pages = {e0134508},
  doi = {10.1371/journal.pone.0134508}
}

@article{mryglod2015itd,
  title = {Interevent time distributions of human multi-level activity in a virtual world},
  author = {Mryglod, Olesya and Fuchs, Benedikt and Szell, Michael and Holovatch, Yurij and Thurner, Stefan},
  journal = {Physica A: Statistical Mechanics and its Applications},
  year = {2015},
  volume = {419},
  pages = {681--690},
  doi = {10.1016/j.physa.2014.09.056}
}

@article{santi2014rls,
  title = {Reply to Lopez et al.: Sustainable implementation of taxi sharing requires understanding systemic effects},
  author = {Santi, Paolo and Resta, Giovanni and Szell, Michael and Sobolevsky, Stanislav and Strogatz, Steven H and Ratti, Carlo},
  journal = {Proceedings of the National Academy of Sciences},
  year = {2014},
  volume = {111},
  number = {51},
  pages = {E5489--E5489},
  doi = {10.1073/pnas.1421300112}
}

@inbook{szell2014heb,
  title = {Decoding the City},
  author = {Szell, Michael and Gro{\ss}, Benedikt},
  chapter = {Hubcab - Exploring the Benefits of Shared Taxi Services},
  editor = {Offenhuber, Dietmar and Ratti, Carlo},
  pages = {28--39},
  publisher = {De Gruyter},
  year = {2014},
  doi = {10.1515/9783038213925.28}
}

@article{santi2014qbv,
  title = {Quantifying the benefits of vehicle pooling with shareability networks},
  author = {Santi, Paolo and Resta, Giovanni and Szell, Michael and Sobolevsky, Stanislav and Strogatz, Steven H and Ratti, Carlo},
  journal = {Proceedings of the National Academy of Sciences},
  year = {2014},
  volume = {111},
  number = {37},
  pages = {13290--13294},
  doi = {10.1073/pnas.1403657111}
}

@article{szell2014cp,
  title = {Connecting Paradigms},
  author = {Szell, Michael},
  journal = {Science},
  year = {2014},
  volume = {343},
  number = {6174},
  pages = {970-971},
  doi = {10.1126/science.1249599}
}

@article{szell2014cor,
  title = {Contraction of online response to major events},
  author = {Szell, Michael and Grauwin, Sebastian and Ratti, Carlo},
  journal = {PLOS ONE},
  year = {2014},
  volume = {9},
  number = {2},
  pages = {e89052},
  doi = {10.1371/journal.pone.0089052}
}

@article{sinatra2014epo,
  title = {Entropy and the Predictability of Online Life},
  author = {Sinatra, Roberta and Szell, Michael},
  journal = {Entropy},
  year = {2014},
  volume = {16},
  number = {1},
  pages = {543--556},
  doi = {10.3390/e16010543}
}

@article{sobolevsky2013dgr,
  title = {Delineating geographical regions with networks of human interactions in an extensive set of countries},
  author = {Sobolevsky, Stanislav and Szell, Michael and Campari, Riccardo and Couronn{\'e}, Thomas and Smoreda, Zbigniew and Ratti, Carlo},
  journal = {PLOS ONE},
  year = {2013},
  volume = {8},
  number = {12},
  pages = {e81707},
  doi = {10.1371/journal.pone.0081707}
}

@inbook{szell2013htf,
  title = {Die Stadt entschl{\"u}sseln},
  author = {Szell, Michael and Gro{\ss}, Benedikt},
  chapter = {Hubcab - Taxi-Fahrgemeinschaften, digital erkundet},
  editor = {Offenhuber, Dietmar and Ratti, Carlo},
  pages = {29--42},
  publisher = {Birkh{\"a}user},
  series = {Bauwelt Fundamente},
  year = {2013},
  doi = {10.1515/9783038210399.29}
}

@article{thurner2013rkn,
  title = {Reply to Klitz and Niklasson: Can viral infections explain the cross-sectional Austrian diabetes data?},
  author = {Thurner, Stefan and Klimek, Peter and Szell, Michael and Duftschmid, Georg and Endel, Gottfried and Kautzky-Willer, Alexandra and Kasper, David C},
  journal = {Proceedings of the National Academy of Sciences},
  year = {2013},
  volume = {110},
  number = {30},
  pages = {E2751--E2751},
  doi = {10.1073/pnas.1305494110}
}

@article{thurner2013qer,
  title = {Quantification of excess risk for diabetes for those born in times of hunger, in an entire population of a nation, across a century},
  author = {Thurner, Stefan and Klimek, Peter and Szell, Michael and Duftschmid, Georg and Endel, Gottfried and Kautzky-Willer, Alexandra and Kasper, David C},
  journal = {Proceedings of the National Academy of Sciences},
  year = {2013},
  volume = {110},
  number = {12},
  pages = {4703--4707},
  doi = {10.1073/pnas.1215626110}
}

@article{szell2013hwo,
  title = {How women organize social networks different from men},
  author = {Szell, Michael and Thurner, Stefan},
  journal = {Scientific Reports},
  year = {2013},
  volume = {3},
  number = {1214},
  doi = {10.1038/srep01214}
}

@article{szell2012ums,
  title = {Understanding mobility in a social petri dish},
  author = {Szell, Michael and Sinatra, Roberta and Petri, Giovanni and Thurner, Stefan and Latora, Vito},
  journal = {Scientific Reports},
  year = {2012},
  volume = {2},
  number = {457},
  doi = {10.1038/srep00457}
}

@article{szell2012sdl,
  title = {Social dynamics in a large-scale online game},
  author = {Szell, Michael and Thurner, Stefan},
  journal = {Advances in Complex Systems},
  year = {2012},
  volume = {15},
  pages = {1250064},
  doi = {10.1142/S0219525912500646}
}

@article{thurner2012egc,
  title = {Emergence of Good Conduct, Scaling and Zipf Laws in Human Behavioral Sequences in an Online World},
  author = {Thurner, Stefan and Szell, Michael and Sinatra, Roberta},
  journal = {PLOS ONE},
  year = {2012},
  volume = {7},
  number = {1},
  pages = {e29796},
  doi = {10.1371/journal.pone.0029796}
}

@phdthesis{szell2011spa,
  title = {Statistical physics approaches to large-scale socio-economic networks},
  author = {Szell, Michael},
  school = {University of Vienna},
  year = {2011}
}

@article{szell2010msd,
  title = {Measuring social dynamics in a massive multiplayer online game},
  author = {Szell, Michael and Thurner, Stefan},
  journal = {Social Networks},
  year = {2010},
  volume = {32},
  pages = {313--329},
  doi = {10.1016/j.socnet.2010.06.001}
}

@article{szell2010mol,
  title = {Multirelational organization of large-scale social networks in an online world},
  author = {Szell, Michael and Lambiotte, Renaud and Thurner, Stefan},
  journal = {Proceedings of the National Academy of Sciences},
  year = {2010},
  volume = {107},
  number = {31},
  pages = {13636--13641},
  doi = {10.1073/pnas.1004008107}
}

@mastersthesis{szell2007fdv,
  title = {Finite Differenzen Verfahren zur numerischen Lawinensimulation},
  author = {Szell, Michael},
  school = {Vienna University of Technology},
  year = {2007}
}

@article{szell2007pnm,
  title = {Petri Net Modelling of Different Strategies in ARGESIM Comparison C4 "Dining Philosophers" with HPSim},
  author = {Szell, Michael and Judex, Florian},
  journal = {Simulation News Europe},
  year = {2007},
  volume = {17},
  number = {1},
  pages = {57--58}
}