Francesco Martinuzzi
I am a PhD student enrolled at the University of Leipzig working with the Remote Sensing Center for Earth System Research and funded by the Center for Scalable Data Analytics and Artificial Intelligence. I am interested in data-driven exploration of extreme events and their consequences. At the moment my focus is mainly in Reservoir Computing approaches.
Sessions
07-29
17:10
10min
Chaotic time series predictions with ReservoirComputing.jl
Francesco Martinuzzi
Are you interested in how machine learning can be used to predict the behavior of the "unpredictable" chaotic systems? This talk will be a deep dive into ReservoirComputing.jl (https://github.com/SciML/ReservoirComputing.jl), a package in the SciML ecosystem focused on a class of stabilized machine learning specialized for handling learning these difficult dynamical systems.
Green