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Earth Science

D-Index
46
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6917
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4279
National Ranking
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Overview

Alberto Michelini is affiliated with the National Institute of Geophysics and Volcanology in Italy. Their research spans several fields including Earth and Planetary Sciences, Computer Science, and Engineering, with a focus on Geophysics, Artificial Intelligence, and Civil and Structural Engineering. The body of work primarily concentrates on seismology and earthquake studies, seismic imaging and inversion techniques, seismic waves and analysis, as well as earthquake detection and analysis.

Their recent publications include:

  • "Which Picker Fits My Data? A Quantitative Evaluation of Deep Learning Based Seismic Pickers", 2022, Journal of Geophysical Research Solid Earth
  • "SeisBench-A Toolbox for Machine Learning in Seismology", 2022, Seismological Research Letters
  • "Rapid prediction of earthquake ground shaking intensity using raw waveform data and a convolutional neural network", 2020, Geophysical Journal International
  • "INSTANCE - the Italian seismic dataset for machine learning", 2021, Earth system science data
  • "Transfer learning: improving neural network based prediction of earthquake ground shaking for an area with insufficient training data", 2021, Geophysical Journal International

Frequent co-authors in their work include:

  • Dario Jozinović
  • Anthony Lomax
  • Ivan Štajduhar
  • Licia Faenza
  • Valentino Lauciani

Alberto Michelini has published extensively in several venues, with the most publications appearing in:

  • Zenodo (CERN European Organization for Nuclear Research)
  • Seismological Research Letters
  • Geophysical Journal International
  • Annals of Geophysics
  • Artificial Intelligence in Geosciences

Their research covers a variety of main topics including:

  • Seismology and Earthquake Studies
  • Seismic Imaging and Inversion Techniques
  • Seismic Waves and Analysis
  • Earthquake and Tectonic Studies
  • Earthquake Detection and Analysis
  • Seismic Performance and Analysis
  • Structural Health Monitoring Techniques

Best Publications

  • The 2009 L'Aquila (central Italy) MW6.3 earthquake: Main shock and aftershocks

    C. Chiarabba;A. Amato;M. Anselmi;P. Baccheschi

  • Seismological studies at Parkfield. I. Simultaneous inversion for velocity structure and hypocenters using cubic B-splines parameterization

    A. Michelini;T. V. McEvilly

  • Regression analysis of MCS intensity and ground motion parameters in Italy and its application in ShakeMap

    Licia Faenza;Alberto Michelini

  • Earthquake location, direct, global-search methods

    Anthony Lomax;Alberto Michelini;Andrew Curtis

  • Rupture history of the 2009 L'Aquila (Italy) earthquake from non‐linear joint inversion of strong motion and GPS data

    A. Cirella;A. Piatanesi;M. Cocco;E. Tinti

  • Which Picker Fits My Data? A Quantitative Evaluation of Deep Learning Based Seismic Pickers

    Unknown

  • Automatic picking of P and S phases using a neural tree

    Stefania Gentili;Alberto Michelini

  • ShakeMap implementation in Italy

    Alberto Michelini;Licia Faenza;Valentino Lauciani;Luca Malagnini

  • Slip heterogeneity and directivity of the ML 6.0, 2016, Amatrice earthquake estimated with rapid finite‐fault inversion

    E. Tinti;L. Scognamiglio;A. Michelini;M. Cocco

  • SeisBench—A Toolbox for Machine Learning in Seismology

    Unknown

  • Real-Time Determination of Seismic Moment Tensor for the Italian Region

    Laura Scognamiglio;Elisa Tinti;Alberto Michelini

  • Evidence for the buried rim of Campi Flegrei caldera from 3-d active seismic imaging

    A. Zollo;S. Judenherc;E. Auger;L. D'Auria

  • Complex fault geometry and rupture dynamics of the Mw 6.5, 2016, October 30th central Italy earthquake

    Laura Scognamiglio;Elisa Tinti;Emanuele Casarotti;Stefano Pucci

  • An Investigation of Rapid Earthquake Characterization Using Single‐Station Waveforms and a Convolutional Neural Network

    Anthony Lomax;Alberto Michelini;Dario Jozinović

  • Mwpd: A duration–amplitude procedure for rapid determination of earthquake magnitude and tsunamigenic potential from P waveforms

    Anthony Lomax;Alberto Michelini

  • Continuous Kurtosis‐Based Migration for Seismic Event Detection and Location, with Application to Piton de la Fournaise Volcano, La Réunion

    Nadège Langet;Alessia Maggi;Alberto Michelini;Florent Brenguier

  • Fast Determination of Moment Tensors and Rupture History: What Has Been Learned from the 6 April 2009 L'Aquila Earthquake Sequence

    Laura Scognamiglio;Elisa Tinti;Alberto Michelini;Douglas S. Dreger

  • Strain accumulation in the southern Alps (NE Italy) and deformation at the northeastern boundary of Adria observed by CGPS measurements

    N. D'Agostino;D. Cheloni;S. Mantenuto;G. Selvaggi

  • The effect of velocity structure errors on double-difference earthquake location

    A. Michelini;A. Lomax

  • Rapid prediction of earthquake ground shaking intensity using raw waveform data and a convolutional neural network

    Dario Jozinović;Dario Jozinović;Anthony Lomax;Ivan Štajduhar;Alberto Michelini

  • A data infrastructure reference model with applications: towards realization of a ScienceTube vision with a data replication service

    Morris Riedel;Peter Wittenburg;Johannes Reetz;Mark van de Sanden

  • EurID: a regionalized 3-D seismological model of Europe

    Z.J Du;A Michelini;G.F Panza

  • The 1997 Umbria-Marche (Italy) earthquake sequence: analysis of the data recorded by the local and temporary networks

    M. Cattaneo;P. Augliera;G. De Luca;A. Gorini

Frequent Co-Authors

Alessandro Amato
Alessandro Amato National Institute of Geophysics and Volcanology
Alessio Piatanesi
Alessio Piatanesi National Institute of Geophysics and Volcanology
Claudio Chiarabba
Claudio Chiarabba National Institute of Geophysics and Volcanology
Massimo Cocco
Massimo Cocco National Institute of Geophysics and Volcanology
Lucia Luzi
Lucia Luzi National Institute of Geophysics and Volcanology
Andreas Rietbrock
Andreas Rietbrock Karlsruhe Institute of Technology
Lapo Boschi
Lapo Boschi University of Padua
Giulio Selvaggi
Giulio Selvaggi National Institute of Geophysics and Volcanology
Jeroen Tromp
Jeroen Tromp Princeton University
Dimitri Komatitsch
Dimitri Komatitsch Aix-Marseille University

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