Uruguay is a pioneer in the use of renewable sources of energy and can usually satisfy its total demand from renewable sources. Control and optimization of the system are complicated by half of the installed power - wind and solar sources - being non-controllable with high uncertainty and variability. In this work, we present a novel optimization technique for efficient use of the production facilities.
I​n the field of uncertainty quantification, the effects of parameter uncertainties on scientific simulations may be studied by integrating or approximating a quantity of interest as a function over the parameter space. If this is done numerically, using regular grids with a fixed resolution, the required computational work increases exponentially with respect to the number of uncertain parameters - a phenomenon known as the curse of dimensionality.
The probability that a sum of random variables (RVs) exceeds (respectively falls below) a given threshold, is often encountered in the performance analysis of wireless communication systems. Generally, a closed-form expression of the sum distribution does not exist and a naive Monte Carlo (MC) simulation is computationally expensive when dealing with rare events.
Prof Raul Tempone is invited to give a mini-course at the workshop "Stochastic Methods in Finance and Physics" that will take place in Heraklion, Crete, Greece, organized by Peter Friz (TU Berlin), Michalis Loulakis (NTU Athens) and Antonios Papapantoleon ( University of Athens).​​
Prof. Raul Tempone is co-chair of the International Conference in Monte Carlo & Quasi-Monte Carlo Methods in Scientific Computing and Minisymposium co-organizer (Multilevel Monte Carlo) in Rennes, France.
On May 8, Italian-Uruguayan KAUST Professor Raul Fidel Tempone received the Alexander von Humboldt professorship at RWTH Aachen at a ceremony in Berlin, Germany. The award recognizes Tempone as an international leader in mathematics for uncertainty quantification, a fairly new mathematical specialization that is currently making a breakthrough. Tempone teaches and performs research in the University's Applied Mathematics and Computational Science program.