Dynamic Time Warping as a New Evaluation for Dst Forecast With Machine Learning

by Brecht Laperre, Jorge Amaya, Giovanni Lapenta
Published 2020-07-01

Visualizing and Interpreting Unsupervised Solar Wind Classifications

by Jorge Amaya, Romain Dupuis, Maria Elena Innocenti, Giovanni Lapenta
Published 2020-09-01

Discovery of an Electron Gyroradius Scale Current Layer: Its Relevance to Magnetic Fusion Energy, Earth's Magnetosphere, and Sunspots

by Jaeyoung Park, Giovanni Lapenta, Diego Gonzalez-Herrero, Nicholas A. Krall
Published 2019-12-01

Magnetohydrodynamic Turbulence in the Earth’s Magnetotail From Observations and Global MHD Simulations

by Mostafa El-Alaoui, Mostafa El-Alaoui, Mostafa El-Alaoui, Raymond J. Walker, James M. Weygand, Giovanni Lapenta, Giovanni Lapenta, Melvyn L. Goldstein, Melvyn L. Goldstein
Published 2021-03-01

Automatic Classification of Plasma Regions in Near-Earth Space With Supervised Machine Learning: Application to Magnetospheric Multi Scale 2016–2019 Observations

by Hugo Breuillard, Romain Dupuis, Alessandro Retino, Olivier Le Contel, Jorge Amaya, Giovanni Lapenta
Published 2020-09-01

PolyPIC: The Polymorphic-Particle-in-Cell Method for Fluid-Kinetic Coupling

by Stefano Markidis, Vyacheslav Olshevsky, Chaitanya Prasad Sishtla, Steven W. D. Chien, Erwin Laure, Giovanni Lapenta
Published 2018-10-01

Domain of Influence Analysis: Implications for Data Assimilation in Space Weather Forecasting

by Dimitrios Millas, Dimitrios Millas, Maria Elena Innocenti, Brecht Laperre, Joachim Raeder, Stefaan Poedts, Stefaan Poedts, Giovanni Lapenta
Published 2020-10-01

High-Energy Electron Confinement in a Magnetic Cusp Configuration

by Jaeyoung Park, Nicholas A. Krall, Paul E. Sieck, Dustin T. Offermann, Michael Skillicorn, Andrew Sanchez, Kevin Davis, Eric Alderson, Giovanni Lapenta
Published 2015-06-01