| An investigation of rapid earthquake characterization using single‐station waveforms and a convolutional neural network A Lomax, A Michelini, D Jozinović Seismological Research Letters 90 (2A), 517-529, 2019 | 150 | 2019 |
| Which picker fits my data? A quantitative evaluation of deep learning based seismic pickers J Münchmeyer, J Woollam, A Rietbrock, F Tilmann, D Lange, T Bornstein, ... Journal of Geophysical Research: Solid Earth 127 (1), e2021JB023499, 2022 | 118 | 2022 |
| Rapid prediction of earthquake ground shaking intensity using raw waveform data and a convolutional neural network D Jozinović, A Lomax, I Štajduhar, A Michelini Geophysical Journal International 222 (2), 1379-1389, 2020 | 118 | 2020 |
| SeisBench—A toolbox for machine learning in seismology J Woollam, J Münchmeyer, F Tilmann, A Rietbrock, D Lange, T Bornstein, ... Seismological Society of America 93 (3), 1695-1709, 2022 | 88 | 2022 |
| INSTANCE–the Italian seismic dataset for machine learning A Michelini, S Cianetti, S Gaviano, C Giunchi, D Jozinović, V Lauciani Earth System Science Data 13 (12), 5509-5544, 2021 | 80 | 2021 |
| The new ShakeMap in Italy: Progress and advances in the last 10 yr A Michelini, L Faenza, G Lanzano, V Lauciani, D Jozinović, R Puglia, ... Seismological Research Letters 91 (1), 317-333, 2020 | 73 | 2020 |
| Graph neural networks for multivariate time series regression with application to seismic data S Bloemheuvel, J van den Hoogen, D Jozinović, A Michelini, ... International Journal of Data Science and Analytics 16 (3), 317-332, 2023 | 58* | 2023 |
| Transfer learning: Improving neural network based prediction of earthquake ground shaking for an area with insufficient training data D Jozinović, A Lomax, I Štajduhar, A Michelini Geophysical Journal International 229 (1), 704-718, 2022 | 53 | 2022 |
| Intra-domain and cross-domain transfer learning for time series data—How transferable are the features? E Otović, M Njirjak, D Jozinović, G Mauša, A Michelini, I Stajduhar Knowledge-Based Systems 239, 107976, 2022 | 50 | 2022 |
| Local earthquakes detection: A benchmark dataset of 3-component seismograms built on a global scale F Magrini, D Jozinović, F Cammarano, A Michelini, L Boschi Artificial Intelligence in Geosciences 1, 1-10, 2020 | 39 | 2020 |
| The choice of time–frequency representations of non-stationary signals affects machine learning model accuracy: A case study on earthquake detection from LEN-DB data M Njirjak, E Otović, D Jozinović, J Lerga, G Mauša, A Michelini, ... Mathematics 10 (6), 965, 2022 | 7 | 2022 |
| INSTANCE–the Italian seismic dataset for machine learning. Earth System Science Data, 13 (12), 5509–5544 A Michelini, S Cianetti, S Gaviano, C Giunchi, D Jozinović, V Lauciani | 7 | 2021 |
| Towards a dynamic earthquake risk framework for Switzerland M Böse, L Danciu, A Papadopoulos, J Clinton, C Cauzzi, I Dallo, L Mizrahi, ... Natural Hazards and Earth System Sciences 24 (2), 583-607, 2024 | 4 | 2024 |
| Introducing a European integrated ShakeMap system C Cauzzi, J Clinton, L Faenza, S Heimers, MR Koymans, V Lauciani, ... Seismol. Res. Lett 89 (926), 10.1785, 2018 | 4 | 2018 |
| Which picker fits my data J Münchmeyer, J Woollam, A Rietbrock, F Tilmann, D Lange, T Bornstein, ... A quantitative evaluation of deep learning based seismic pickers 127, 2022 | 2 | 2022 |
| Modeling the Asymptotic Behavior of Higher Order Aftershocks with Deep Learning L Mizrahi, D Jozinović Seismological Research Letters 95 (6), 3295-3305, 2024 | 1 | 2024 |
| Rapid prediction of ground shaking intensity with graph neural networks S Bloemheuvel, J van den Hoogen, D Jozinović, A Michelini, ... Proceedings of the Third European Conference on Earthquake Engineering and …, 2022 | 1 | 2022 |
| Seismogram waveform datasets for ConvNetQuake_INGV A Lomax, D Jozinović, E Otović, A Michelini | 1 | 2021 |
| Effects on a Deep-Learning, Seismic Arrival-Time Picker of Domain-Knowledge Based Preprocessing of Input Seismograms A Lomax, M Bagagli, S Gaviano, S Cianetti, D Jozinović, A Michelini, ... Seismica 3 (1), 2024 | | 2024 |
| Realtime Selection of Optimal Source Parameters Using Ground Motion Envelopes D Jozinović, J Clinton, F Massin, M Böse, C Cauzzi Seismica 3 (1), 2024 | | 2024 |
