Artificial Intelligence (Cs.AI)

Transformers vs. Recurrent Models for Estimating Forest Gross Primary Production

Monitoring the spatiotemporal dynamics of forest CO$_2$ uptake (Gross Primary Production, GPP), remains a central challenge in …

David Montero, Miguel D. Mahecha, Francesco Martinuzzi, César Aybar, Anne Klosterhalfen, Alexander Knohl, Jesús Anaya, Clemens Mosig, Sebastian Wieneke

ReservoirComputing.Jl: An Efficient and Modular Library for Reservoir Computing Models

We introduce ReservoirComputing.jl, an open source Julia library for reservoir computing models. The software offers a great number of …

Francesco Martinuzzi, Chris Rackauckas, Anas Abdelrehim, Miguel D. Mahecha, Karin Mora