Staff profile

I've joined Durham in March 2015. Prior to that, I was a Senior Research Associate at the Centre for Mathematical Sciences, University of Cambridge.

My web page can be found here.

• 2018: Recognition for your contribution to EPSRC Peer Review (top 7% of College members): Recognition that I have achieved a ranking in the top 7% of College members for participating in peer review activities during the academic year (2016/17).

Conference Paper

• Collective Effects and Performance of Algorithmic Electric Vehicle Charging Strategies
  Gardlo, M., Buzna, Ľ., Carvalho, R., Gibbens, R., & Kelly, F. (2018, October). Collective Effects and Performance of Algorithmic Electric Vehicle Charging Strategies. Presented at The fifth Workshop on Complexity in Engineering (COMPENG 2018)., Florence, Italy
• Congestion dependencies in the European gas pipeline network during crises
  Buzna, L., Carvalho, R., Bono, F., Masera, M., & Arrowsmith, D. (2014, June). Congestion dependencies in the European gas pipeline network during crises. Presented at 2014 Complexity in Engineering (COMPENG)., Barcelona, Spain

Journal Article

• Automating the discovery of partial differential equations in dynamical systems
  Li, W., & Carvalho, R. (2024). Automating the discovery of partial differential equations in dynamical systems. Machine Learning: Science and Technology, 5(3), Article 035046. https://doi.org/10.1088/2632-2153/ad682f
• Automatically discovering ordinary differential equations from data with sparse regression
  Egan, K., Li, W., & Carvalho, R. (2024). Automatically discovering ordinary differential equations from data with sparse regression. Communications Physics, 7(1), Article 20. https://doi.org/10.1038/s42005-023-01516-2
• Analysis of Energy Consumption at Slow Charging Infrastructure for Electric Vehicles
  Straka, M., Carvalho, R., Poel, G. V. D., & Buzna, L. (2021). Analysis of Energy Consumption at Slow Charging Infrastructure for Electric Vehicles. IEEE Access, 9, https://doi.org/10.1109/access.2021.3071180
• Controlling congestion on complex networks: fairness, efficiency and network structure
  Buzna, Ľ., & Carvalho, R. (2017). Controlling congestion on complex networks: fairness, efficiency and network structure. Scientific Reports, 7(1), Article 9152. https://doi.org/10.1038/s41598-017-09524-3
• Critical behaviour in charging of electric vehicles
  Carvalho, R., Buzna, L., Gibbens, R., & Kelly, F. (2015). Critical behaviour in charging of electric vehicles. New Journal of Physics, 17(9), Article 095001. https://doi.org/10.1088/1367-2630/17/9/095001
• Resilience of Natural Gas Networks during Conflicts, Crises and Disruptions
  Carvalho, R., Buzna, L., Bono, F., Masera, M., Arrowsmith, D. K., & Helbing, D. (2014). Resilience of Natural Gas Networks during Conflicts, Crises and Disruptions. PLoS ONE, 9(3), Article e90265. https://doi.org/10.1371/journal.pone.0090265

Report

• Automatically identifying ordinary differential equations from data
  Egan, K., Li, W., & Carvalho, R. (2023). Automatically identifying ordinary differential equations from data. Durham University

Working Paper

• Explaining the distribution of energy consumption at slow charging infrastructure for electric vehicles from socio-economic data
  infrastructure for electric vehicles from socio-economic data