Alberto Michelini
Journal of Geophysical Research - Solid Earth · 2004–2021
A researcher in the Science corpus: 4 papers; trusts 0 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Who trusts Alberto Michelini overall
Papers from Alberto Michelini's perspective
Ordered by how strongly the researchers Alberto Michelini trusts endorse each paper. Same corpus, a different order for every researcher.
- Optimal elicitation of probabilistic information from experts (Geological Society Special Publication)
- An Algorithm for the Construction of “D-Optimal” Experimental Designs (Technometrics)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Earthquake transformer—an attentive deep-learning model for simultaneous earthquake detection and phase picking (Nature Communications)
- Machine learning for data-driven discovery in solid Earth geoscience (Science)
- PhaseNet: A Deep-Neural-Network-Based Seismic Arrival Time Picking Method (Geophysical Journal International)
- Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
- Generalized Seismic Phase Detection with Deep Learning (Bulletin of The Seismological Society of America (BSSA))
- Machine Learning in Seismology: Turning Data into Insights (Seismological Research Letters)
- A Predictive Approach to Model Selection
Their papers
- Which Picker Fits My Data? A Quantitative Evaluation of Deep Learning Based Seismic Pickers (2021) — 170 citations
- Regression analysis of MCS intensity and ground motion spectral accelerations (SAs) in Italy (2011) — 53 citations
- Real-Time Determination of Seismic Moment Tensor for the Italian Region (2009) — 142 citations
- A deterministic algorithm for experimental design applied to tomographic and microseismic monitoring surveys (2004) — 54 citations