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Applications of physics-informed neural networks in geosciences: From basic seismology to comprehensive environmental studies

Open Geosciences
Physics-informed neural networks (PINNs) have emerged as a powerful tool in the intersection of machine learning and physical sciences, offering novel approaches to solve complex differential equations inherent in geoscientific phenomena.
Maan Habib, A. Habib, Bashar Alibrahim
semanticscholar   +1 more source

DASPy: A Python Toolbox for DAS Seismology

Seismological Research Letters
Distributed acoustic sensing (DAS) has emerged as a novel technology in geophysics, owing to its high-sensing density, cost effectiveness, and adaptability to extreme environments.
Minzhe Hu, Zefeng Li
semanticscholar   +1 more source

Numerical Methods of Exploration Seismology

, 2019
Exploration seismology uses seismic imaging to form detailed images of the Earth's interior, enabling the location of likely petroleum targets. Due to the size of seismic datasets, sophisticated numerical algorithms are required.
G. Margrave, M. Lamoureux
semanticscholar   +1 more source

GINGER data analysis for seismology

Annals of Geophysics
Since several years, the ring laser gyroscope GINGERINO is operative inside the underground Gran Sasso laboratory. It monitors on a continuous basis the local Earth angular velocity in the horizontal plane.
A. Basti   +10 more
semanticscholar   +1 more source

Anisotropic Seismology


Seismic anisotropy is ubiquitous at both the microscopic and macroscopic scales. The goal of this multidisciplinary book is to introduce students and more advanced scientists to seismic anisotropy at different scales, from the microscopic (0.1 nanometer)
Jean-Paul Montagner, David Mainprice
semanticscholar   +1 more source

Geological, geophysical and seismological criteria for local response evaluation in Bucharest urban area

Soil Dynamics and Earthquake Engineering, 2007
Abstract Vrancea major intermediate-depth earthquakes produced extreme damage in Bucharest city, located at about 165 km epicenter distance. Our purpose is to investigate the influence of local geological conditions upon the seismic motion in Bucharest in case of large ( M >7) Vrancea earthquakes.
N. Mândrescu   +2 more
openaire   +1 more source

Seismological services of the Australian Bureau of Mineral Resources, Geology and Geophysics

Physics of the Earth and Planetary Interiors, 1979
Abstract The Bureau of Mineral Resources, Geology and Geophysics provides seismological services which complement those provided by several other agencies. The services comprise the operation of 20 seismograph stations in continental Australia, and the operation of regional data centres for earthquakes and strong earth-motion data.
openaire   +1 more source

Seismological, geological and geophysical constraints for the Gualdo Tadino fault, Umbria–Marche Apennines (central Italy)

Tectonophysics, 2005
Abstract The April 3, 1998 Mw = 5.1 Gualdo Tadino earthquake (central Italy) was the last significant event in the 6-month-long Umbria–Marche seismic crisis. This event and its aftershocks occurred in an area where active faulting produces no striking geological and geomorphological effects.
M. G. Ciaccio   +4 more
openaire   +3 more sources

Developing a Next Generation Platform for Geodetic, Seismological and Other Geophysical Data Sets and Services

2022
<p>The Data Services of IRIS and the Geodetic Data Services of UNAVCO have been supporting the seismological and geodetic research communities for many decades.  Historically, these two facilities have independently managed data repositories on self-managed systems.  As part of merger activities between IRIS and ...
Chad Trabant   +3 more
openaire   +1 more source

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