Simulation intelligence: Towards a new generation of scientific methods

A Lavin, D Krakauer, H Zenil, J Gottschlich… - arxiv preprint arxiv …, 2021 - arxiv.org
The original" Seven Motifs" set forth a roadmap of essential methods for the field of scientific
computing, where a motif is an algorithmic method that captures a pattern of computation …

Large-scale simulation of seismic wave motion: A review

B Poursartip, A Fathi, JL Tassoulas - Soil Dynamics and Earthquake …, 2020 - Elsevier
We review key ingredients that are needed for high-fidelity simulation of earthquake-
generated seismic waves in large regions. Specifically, we survey existing literature on wave …

Dynamic viability of the 2016 Mw 7.8 Kaikōura earthquake cascade on weak crustal faults

T Ulrich, AA Gabriel, JP Ampuero, W Xu - Nature communications, 2019 - nature.com
We present a dynamic rupture model of the 2016 Mw 7.8 Kaikōura earthquake to unravel the
event's riddles in a physics-based manner and provide insight on the mechanical viability of …

Coupled, physics-based modeling reveals earthquake displacements are critical to the 2018 Palu, Sulawesi tsunami

T Ulrich, S Vater, EH Madden, J Behrens… - Pure and Applied …, 2019 - Springer
Abstract The September 2018, M_w M w 7.5 Sulawesi earthquake occurring on the Palu-
Koro strike-slip fault system was followed by an unexpected localized tsunami. We show that …

9-Pflops nonlinear earthquake simulation on Sunway TaihuLight: enabling depiction of 18-Hz and 8-meter scenarios

H Fu, C He, B Chen, Z Yin, Z Zhang, W Zhang… - Proceedings of the …, 2017 - dl.acm.org
This paper reports our large-scale nonlinear earthquake simulation software on Sunway
TaihuLight. Our innovations include:(1) a customized parallelization scheme that employs …

Dynamics, interactions and delays of the 2019 Ridgecrest rupture sequence

T Taufiqurrahman, AA Gabriel, D Li, T Ulrich, B Li… - Nature, 2023 - nature.com
The observational difficulties and the complexity of earthquake physics have rendered
seismic hazard assessment largely empirical. Despite increasingly high-quality geodetic …

Modeling of resistivity and acoustic borehole logging measurements using finite element methods

D Pardo, PJ Matuszyk, V Puzyrev, C Torres-Verdin… - 2021 - books.google.com
Modeling of Resistivity and Acoustic Borehole Logging Measurements Using Finite Element
Methods provides a comprehensive review of different resistivity and sonic logging …

3D elastic wave propagation with a factorized Fourier neural operator (F-FNO)

F Lehmann, F Gatti, M Bertin, D Clouteau - Computer Methods in Applied …, 2024 - Elsevier
Numerical simulations are computationally demanding in three-dimensional (3D) settings
but they are often required to accurately represent physical phenomena. Neural operators …

Extreme scale multi-physics simulations of the tsunamigenic 2004 sumatra megathrust earthquake

C Uphoff, S Rettenberger, M Bader… - Proceedings of the …, 2017 - dl.acm.org
We present a high-resolution simulation of the 2004 Sumatra-Andaman earthquake,
including non-linear frictional failure on a megathrustsplay fault system. Our method exploits …

Broadband Dynamic Rupture Modeling With Fractal Fault Roughness, Frictional Heterogeneity, Viscoelasticity and Topography: The 2016 Mw 6.2 Amatrice, Italy …

T Taufiqurrahman, AA Gabriel, T Ulrich… - Geophysical …, 2022 - Wiley Online Library
Advances in physics‐based earthquake simulations, utilizing high‐performance computing,
have been exploited to better understand the generation and characteristics of the high …