2 papers
physics.plasm-ph2025
Data-Driven Approach to Model the Influence of Magnetic Geometry in the Confinement of Fusion Devices
R. Laia, R. Jorge, G. Abreu
The design of fusion energy devices involves a balance between competing performance metrics to achieve an energy gain. In stellarators, the geometry is very flexible and involves…
cs.LG2018
Currency exchange prediction using machine learning, genetic algorithms and technical analysis
Gonçalo Abreu, Rui Neves, Nuno Horta
Technical analysis is used to discover investment opportunities. To test this hypothesis we propose an hybrid system using machine learning techniques together with genetic algorit…