Quantum machine learning on near-term quantum devices: Current state of supervised and unsupervised techniques for real-world applications

Y Gujju, A Matsuo, R Raymond - Physical Review Applied, 2024 - APS
The past decade has witnessed significant advancements in quantum hardware,
encompassing improvements in speed, qubit quantity, and quantum volume—a metric …

[HTML][HTML] A comprehensive multiparametric and multilayer approach to study the preparation phase of large earthquakes from ground to space: The case study of the …

A De Santis, L Perrone, M Calcara… - Remote Sensing of …, 2022 - Elsevier
This work deals with a comprehensive multiparametric and multilayer approach to study
earthquake-related processes that occur during the preparation phase of a large …

Rock and fault rheology explain differences between on fault and distributed seismicity

C Collettini, MR Barchi, N De Paola, F Trippetta… - Nature …, 2022 - nature.com
Abstract Analysis of seismicity can illuminate active fault zone structures but also
deformation within large volumes of the seismogenic zone. For the Mw 6.5 2016–2017 …

Earthquake size distributions are slightly different in compression vs extension

M Taroni, MMC Carafa - Communications Earth & Environment, 2023 - nature.com
The earthquake size distribution is described by an exponential function governed by the b-
value parameter. It has already been proven that the b-value depends on the differential …

Mapping out phase diagrams with generative classifiers

J Arnold, F Schäfer, A Edelman, C Bruder - Physical Review Letters, 2024 - APS
One of the central tasks in many-body physics is the determination of phase diagrams.
However, mapping out a phase diagram generally requires a great deal of human intuition …

A comprehensive suite of earthquake catalogues for the 2016-2017 Central Italy seismic sequence

L Chiaraluce, M Michele, F Waldhauser, YJ Tan… - Scientific Data, 2022 - nature.com
The protracted nature of the 2016-2017 central Italy seismic sequence, with multiple
damaging earthquakes spaced over months, presented serious challenges for the duty …

Dynamic triggering of earthquakes in northeast Japan before and after the 2011 M 9.0 Tohoku‐Oki earthquake

Y Takeda, B Enescu… - Bulletin of the …, 2024 - pubs.geoscienceworld.org
Previous studies documented a relative scarcity of remote dynamic triggering of earthquakes
in Japan and suggested that it could be related to Japan's predominantly compressive …

Real time Gutenberg–Richter b-value estimation for an ongoing seismic sequence: an application to the 2022 marche offshore earthquake sequence (ML 5.7 …

I Spassiani, M Taroni, M Murru… - Geophysical Journal …, 2023 - academic.oup.com
We estimate the b-value parameter of the Gutenberg–Richter law for earthquake
magnitudes in the early stage of the Costa Marchigiana (Italy) seismic sequence, starting on …

B-value variations in the Central Chile seismic gap assessed by a Bayesian transdimensional approach

C Morales-Yáñez, L Bustamante, R Benavente… - Scientific Reports, 2022 - nature.com
The b-value can be used to characterize the seismic activity for a given earthquake catalog
and provide information on the stress level accumulated at active faults. Here we develop an …

Achieving a Comprehensive Microseismicity Catalog through a Deep‐Learning‐Based Workflow: Applications in the Central Ecuadorian Subduction Zone

A Wickham‐Piotrowski, Y Font… - Bulletin of the …, 2024 - pubs.geoscienceworld.org
Although seismological networks have densified along the Ecuadorian active margin since
2010, visual phase reading, ensuring high arrival times quality, is more and more time …