1 code implementation • 3 Jan 2022 • Stefan Bloemheuvel, Jurgen van den Hoogen, Dario Jozinović, Alberto Michelini, Martin Atzmueller
However, these methods have not been adapted for time series tasks to a great extent.
no code implementations • 17 Feb 2020 • Dario Jozinović, Anthony Lomax, Ivan Štajduhar, Alberto Michelini
We find that the CNN is capable of predicting accurately the IMs at stations far from the epicenter and that have not yet recorded the maximum ground shaking when using a 10 s window starting at the earthquake origin time.
Geophysics
no code implementations • 12 Jan 2022 • Erik Otović, Marko Njirjak, Dario Jozinović, Goran Mauša, Alberto Michelini, Ivan Štajduhar
The general conclusion of our study is that transfer learning is very likely to either increase or not negatively affect the predictive performance of the model or its convergence rate.