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Assistant Professor
email: rui.carvalho@durham.ac.uk 
My Curriculum Vitae can be found here (updated September 2023). |
My research focuses on system identification with methods of statistical machine learning.
I was a Senior Research Associate at the Statistical Laboratory, University of Cambridge. Prior to that, I was a Research Fellow, and a Researcher Co-Investigator at the School of Mathematical Sciences, Queen Mary University of London.
I am an EPSRC Researcher in Residence at the The National Biologics Manufacturing Centre and I am a member of the EPSRC Peer Review College.
| Weizhen Li |
| Yuzheng Zhang |
| Jiayi Niu |
| Kevin Egan (PhD December 2023). Now: Ocean Model Research Scientist, University of Hawaii at Manoa |
| 18. Automating the Discovery of Partial Differential Equations in Dynamical
Systems Weizhen Li, Rui Carvalho Mach. Learn.: Sci. Technol. 5, 035046 (2024) [cs.LG/2404.16444] |
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| 17. Automatically discovering ordinary differential equations from data with sparse regression Kevin Egan, Weizhen Li, Rui Carvalho Commun Phys 7, 20 (2024) [cs.LG/2304.11182] |
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| 16. Analysis of energy consumption at slow charging infrastructure for electric
vehicles Milan Straka, Rui Carvalho, Gijs van der Poel and Lubos Buzna IEEE Access 9, 53885-53901 (2021) [stat.AP/2006.01672] |
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| 15. Controlling congestion on complex networks: fairness, efficiency and network
structure Lubos Buzna, Rui Carvalho Scientific Reports 7, 9152 (2017) [physics.soc-ph/1512.09293] |
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| 14. Critical behaviour in charging of electric vehicles Rui Carvalho, Lubos Buzna, Richard Gibbens, Frank Kelly New J. Phys. 17 (2015) 095001 [math.OC/1501.06957]
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| 13. Congestion dependencies in the European gas pipeline network during crises Lubos Buzna, Rui Carvalho, Flavio Bono, Marcelo Masera, David Arrowsmith Complexity in Engineering (COMPENG), 2014 |
12. Resilience of natural gas networks during conflicts, crises and disruptions Rui Carvalho, Lubos Buzna, Flavio Bono, Marcelo Masera, David Arrowsmith, Dirk Helbing PLoS ONE 9(3): e90265 (2014) [physics.soc-ph/1311.7348]
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| 11. Fair sharing of resources in a supply network with constraints Rui Carvalho, Lubos Buzna, Wolfram Just, Dirk Helbing, David Arrowsmith Phys. Rev. E 85, 046101 (2012) [physics.soc-ph/1108.0025]
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| 10. Robustness of trans-European gas networks Rui Carvalho, Lubos Buzna, Flavio Bono, Eugenio Gutierrez, Wolfram Just, David Arrowsmith Phys. Rev. E 80, 016106 (2009) [physics.soc-ph/0903.0195]
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| 9. Scaling and allometry in the building geometries of Greater London Michael Batty, Rui Carvalho, Andy Hudson-Smith, Richard Milton, Duncan Smith, Philip Steadman Eur. Phys. J. B 63, 303–314 (2008) [physics.soc-ph/0804.2442] |
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| 8. Socioeconomic networks with long-range interactions Rui Carvalho and Giulia Iori Phys. Rev. E 78, 016110 (2008) [physics.soc-ph/0706.0024]
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| 7. The Geography of scientific productivity: scaling in U.S. Computer Science Rui Carvalho and Michael Batty J. Stat. Mech. (2006) P10012 [physics/0603242]
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| 6. Encoding geometric information in road networks extracted from binary images Rui Carvalho and Michael Batty Environment and Planning B, 32(2), 179 – 190 (2005) |
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| 5. Automatic extraction of hierarchical urban networks: a micro-spatial approach Rui Carvalho and Michael Batty in Computational Science - ICCS 2004: 4th International Conference (Eds Bubak, M., van Albada, G. D., Sloot, P.M. and Dongarra, J.J.), Lecture Notes in Computer Science, Springer-Verlag, Volume 3038/2004, pp 1109 - 1116 [CASA Working Paper 73] |
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| 4. Scaling and universality in the micro-structure of urban space Rui Carvalho and Alan Penn Physica A 332 (2004) 539 - 547 [cond-mat/0305164]
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| 3. The dynamics of the linear random farmer model Rui Carvalho in Economic Complexity: Non-linear Dynamics, Multi-agents Economies and Learning W.A. Barnett, C. Deissenberg, G. Feichtinger (eds.), Elsevier, 2004, pp 411-430 [cond-mat/0107150] |
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| 2. From synchronization to multistability in two coupled quadratic maps Rui Carvalho, B. Fernandez, R. Vilela Mendes Physics Letters A 285 (2001) 327-338 [nlin/0005053] |
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| 1. Feigenbaum networks Rui Carvalho, R. Vilela Mendes, João Seixas Physica D 126 (1999) 27-37 [chao-dyn/9712004] |
My PhD thesis can be found here.
13. What's the
best way to charge millions of electric vehicles at once, Phys.org
12. Gerechtes Stromnetz: Optimiertes Aufladen von Elektroautos, Wissenschaft-Aktuell [in
German]
11. De Europese Gasrotonde, De Ingenieur
10. Doing the Numbers on European Natural Gas Security, Journal of Energy Security
9. Preventing natural gas crises, ETH News
8. Europe's resilience of natural gas networks during conflicts and crises probed with
maths, Phys.org
7. Researchers: Europe can avoid gas supply crisis by better cooperation, Energy Post
6. How Internet-Style Routing For Gas Could Dramatically Improve Europe's Energy Security,
MIT Technology Review
5. I co-organized a FuturICT talk at QMUL by Prof.
Dirk Helbing on the 29th March 2011
(Press release: FuturICT and Social Mathematics Talk). The talk is available on Vimeo here.
4. ImpactQM: Research Making a
Difference
3. Why the gas
is always on, by Phillip F. Schewe.
2. The urban
maze, news@nature.com
1. Critical Mass : How One Thing Leads to Another, by Philip Ball
