Earthquake magnitude and location estimation from real time seismic waveforms with a transformer network

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

(2020) Dario Jozinović et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Early rupture signals predict the final earthquake size

(2020) Simona Colombelli et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Automated Seismic Source Characterization Using Deep Graph Neural Networks

(2020) M. P. A. Ende et al.   GEOPHYSICAL RESEARCH LETTERS

The transformer earthquake alerting model: A new versatile approach to earthquake early warning

(2020) Jannes Münchmeyer et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

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

(2019) Anthony Lomax et al.   SEISMOLOGICAL RESEARCH LETTERS

Peak Ground Displacement Saturates Exactly When Expected: Implications for Earthquake Early Warning

(2019) Daniel T. Trugman et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection

(2019) S. Mostafa Mousavi et al.   Scientific Reports

Low uncertainty multifeature magnitude estimation with 3-D corrections and boosting tree regression: application to North Chile

(2019) Jannes Münchmeyer et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

A Machine‐Learning Approach for Earthquake Magnitude Estimation

(2019) S. Mostafa Mousavi et al.   GEOPHYSICAL RESEARCH LETTERS

Seismicity Structure of the Northern Chile Forearc From >100,000 Double-Difference Relocated Hypocenters

(2018) C. Sippl et al.   JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH

How Fast Can We Reliably Estimate the Magnitude of Subduction Earthquakes?

(2018) F. Leyton et al.   GEOPHYSICAL RESEARCH LETTERS

Why Does ML Scale 1:1 with 0.5logES?

(2018) Nicholas Deichmann   SEISMOLOGICAL RESEARCH LETTERS

A Deep Convolutional Neural Network for Localization of Clustered Earthquakes Based on Multistation Full Waveforms

(2018) Marius Kriegerowski et al.   SEISMOLOGICAL RESEARCH LETTERS

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

The hidden simplicity of subduction megathrust earthquakes

(2017) M.-A. Meier et al.   SCIENCE

Performance of Earthquake Early Warning Systems during the 2016–2017 Mw 5–6.5 Central Italy Sequence

(2017) Gaetano Festa et al.   SEISMOLOGICAL RESEARCH LETTERS

An improved 1-D seismic velocity model for seismological studies in the Campania–Lucania region (Southern Italy)

(2013) Emanuela Matrullo et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

A global approach to provide magnitude estimates for earthquake early warning alerts

(2013) Huseyin Serdar Kuyuk et al.   GEOPHYSICAL RESEARCH LETTERS

ObsPy: A Python Toolbox for Seismology

(2010) M. Beyreuther et al.   SEISMOLOGICAL RESEARCH LETTERS

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING