| Authors | Title | DOI | Year | Status | Type | Indexing |
|---|---|---|---|---|---|---|
|
Filipa S.Barros; Paula Graça; J.J.G. Lima; Rui Ferreira Pinto; Andre Restivo; Murillo Villa
|
Using Recurrent Neural Networks to improve initial conditions for a solar wind forecasting model | 10.1016/j.engappai.2024.108266 | 2024 | No Status | Journal article | Q1 |
|
Nuno Costa; Filipa S. Barros; João J. G. Lima; Rui F. Pinto; André Restivo
|
Leveraging Physics-Informed Neural Networks as Solar Wind Forecasting Models | 10.14428/esann/2024.es2024-110 | 2024 | No Status | Conference paper | No Quartile |
|
Barros, Filipa
|
Initial Condition Estimation in Flux Tube Simulations using Machine Learning | — | 2021 | No Status | Thesis / Dissertation | No Quartile |
|
Filipa S.Barros; Vitor Cerqueira; Carlos Soares
|
Empirical Study on the Impact of Different Sets of Parameters of Gradient Boosting Algorithms for Time-Series Forecasting with LightGBM | 10.1007/978-3-030-89188-6_34 | 2021 | No Status | Book chapter | Q2 |
