Regular biography
Goncalo dos Reis is a Fellow at The University of Edinburgh, affiliated with the MATH department. His email is G.dosReis@ed.ac.uk, and his profile can be accessed at https://www.maths.ed.ac.uk/school-of-mathematics/people/academic-staff?person=408. Research details and an existing biography are not provided in the available information.
Scholar-generated biography
Dr. Goncalo dos Reis is a researcher at the University of Edinburgh and NOVA MATH/FCT/UNL, specializing in Probability & Stochastics, Numerics, Finance, and Statistics. His work focuses on stochastic processes, including McKean–Vlasov equations, large deviations, and path regularity. He explores financial markets with interacting investors, pricing derivatives based on nontradable underlyings, and hedging strategies. His research also addresses battery degradation modeling, particularly in lithium-ion cells, using data-driven approaches to predict capacity and internal resistance. Dr. dos Reis contributes to both theoretical and applied aspects of stochastic analysis, with an emphasis on numerical methods and their applications in finance and energy systems.