Jorge Amaya
Katholieke Universiteit Leuven
H-index: 12
Europe-Belgium
Top articles of Jorge Amaya
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Investigation of Machine Learning Techniques for Disruption Prediction Using JET Data | Plasma | Joost Croonen Jorge Amaya Giovanni Lapenta | 2023/2/24 |
An analysis of the European space weather modelling capabilities | Jorge Amaya | 2023/2/22 | |
Classification of Solar Flares using Data Analysis and Clustering of Active Regions | Authorea Preprints | Hanne Baeke Jorge Amaya Giovanni Lapenta | 2023/1/10 |
Machine learning as a surrogate model for EUHFORIA's heliospheric MHD model | 44th COSPAR Scientific Assembly. Held 16-24 July | Brecht Laperre Jorge Amaya Giovanni Lapenta | 2022/7 |
A versatile exploration method for simulated data based on Self Organizing Maps | EGU General Assembly Conference Abstracts | Maria Elena Innocenti Sophia Köhne Simon Hornisch Rainer Grauer Jorge Amaya | 2022/5 |
Identification of high order closure terms from fully kinetic simulations using machine learning | Physics of Plasmas | Brecht Laperre Jorge Amaya Sara Jamal Giovanni Lapenta | 2022/3/1 |
Graph Neural Networks as Surrogate Model for Plasma Simulations | Hanne Baeke Jorge Amaya Giovanni Lapenta | 2022/10/24 | |
Visualizing and Interpreting Unsupervised Solar Wind | Machine Learning in Heliophysics | Jorge Amaya Romain Dupuis Maria Elena Innocenti Giovanni Lapenta | 2021/11/24 |
Unsupervised classification of simulated magnetospheric regions | Annales Geophysicae | Maria Elena Innocenti Jorge Amaya Joachim Raeder Romain Dupuis Banafsheh Ferdousi | 2021/10/8 |
Unsupervised Solar Wind Classification Using Wavelet Variational Autoencoders and Self-Organazing Maps | EGU General Assembly Conference Abstracts | Jorge Amaya Sara Jamal Giovanni Lapenta | 2021/4 |
Cross-comparison of global simulation models applied to Mercury’s dayside magnetosphere | Sae Aizawa Léa Griton Shahab Fatemi Willi Exner Jan Deca | 2020 | |
Making ML applications more accessible to the space community: Progress overview of the AIDA Horizon 2020 project | Sara Jamal Jorge Amaya Giovanni Lapenta | 2021/12 | |
Mining valuable data in observations of solar active regions | Jorge Amaya Hanne Baeke Orestis Karapiperis Sara Jamal Giovanni Lapenta | 2021 | |
Parametrization of Heliophysical Data Using Autoencoders | AGU Fall Meeting 2021 | Jorge Amaya Sara Jamal Brecht Laperre Giovanni Lapenta | 2021/12/13 |
Automated characterization of magnetic reconnection using particle distributions | EGU General Assembly Conference Abstracts | Romain Dupuis Jorge Amaya Giovanni Lapenta Martin Goldman David Newman | 2020/5/6 |
Italian Solar Orbiter-SWA Working Group on Machine Learning and Artificial Intelligence | AGU Fall Meeting Abstracts | Rossana De Marco Tommaso Alberti Jorge Amaya Roberto Bruno Francesco Califano | 2020/12 |
Unsupervised classification of the solar wind using Self-Organizing Maps | EGU General Assembly Conference Abstracts | Jorge Amaya Romain Dupuis Giovanni Lapenta | 2020/3/9 |
Visualization and Interpretation of Unsupervised Solar Wind Classifications | AGU Fall Meeting Abstracts | Jorge Amaya Romain Dupuis Maria Elena Innocenti Giovanni Lapenta | 2020/12 |
Characterizing magnetic reconnection regions using Gaussian mixture models on particle velocity distributions | The Astrophysical Journal | Romain Dupuis Martin V Goldman David L Newman Jorge Amaya Giovanni Lapenta | 2020/1/21 |
Automatic Plasma Processes Detection with Supervised Machine Learning: Application to Plasma Jet Dipolarization Fronts in Near-Earth Space using MMS Data | AGU Fall Meeting Abstracts | Alessandro Retino Hugo Breuillard Romain Dupuis Olivier Le Contel Jorge Amaya | 2020/12 |
Co-Authors
