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3D elastic wave propagation with a factorized Fourier neural operator (F-FNO)
Numerical simulations are computationally demanding in three-dimensional (3D) settings
but they are often required to accurately represent physical phenomena. Neural operators …
but they are often required to accurately represent physical phenomena. Neural operators …
[HTML][HTML] Synthetic ground motions in heterogeneous geologies from various sources: the HEMEW-3D database
The ever-improving performances of physics-based simulations and the rapid developments
of deep learning are offering new perspectives to study earthquake-induced ground motion …
of deep learning are offering new perspectives to study earthquake-induced ground motion …
Machine learning opportunities to conduct high-fidelity earthquake simulations in multi-scale heterogeneous geology
The 2019 Le Teil earthquake is an illustrative example of a moderate (MW 4.9) yet
damaging event, occurring at shallow depth (≈ 1 km) in a region with little to no geophysical …
damaging event, occurring at shallow depth (≈ 1 km) in a region with little to no geophysical …
Synthetic ground motions in heterogeneous geologies: the HEMEW-3D dataset for scientific machine learning
The ever-improving performances of physics-based simulations and the rapid developments
of deep learning are offering new perspectives to study earthquake-induced ground motion …
of deep learning are offering new perspectives to study earthquake-induced ground motion …
Influence of 2D heterogeneous elastic soil properties on surface ground motion spatial variability
Spatial variability of earthquake ground motion (SVEGM) refers to the differences in
amplitude and phase between recordings of the same earthquake at different locations. In …
amplitude and phase between recordings of the same earthquake at different locations. In …
Uncertainty quantification and global sensitivity analysis for transient wave propagation in pressurized pipes
X Wang - Water Resources Research, 2021 - Wiley Online Library
Accurate simulation of pipe transient wave is crucial for the design, reliability assessment,
and defect detection of water supply systems. However, this is a difficult task since the wave …
and defect detection of water supply systems. However, this is a difficult task since the wave …
Fast computation of inverse transient analysis for pipeline condition assessment via surrogate modeling with sparse sampling strategy
X Wang - Mechanical Systems and Signal Processing, 2022 - Elsevier
Inverse transient analysis (ITA) is a powerful tool for pipeline condition assessment, where
the concerned parameters are decided by matching the measured transient signal with its …
the concerned parameters are decided by matching the measured transient signal with its …
Scalable parallel scheme for sampling of Gaussian random fields over very large domains
L de Carvalho Paludo, V Bouvier… - … Journal for Numerical …, 2019 - Wiley Online Library
This paper proposes a new scheme for the generation of Gaussian random fields over large
domains (domain size much larger than the correlation length). The scheme decomposes …
domains (domain size much larger than the correlation length). The scheme decomposes …
On the statistical behavior of homogenized properties and ultrasonic phase velocities in random polycrystals
Most theoretical studies on homogenized properties of polycrystals consider infinite
textureless media with orientations characterized by independent Euler angles. However …
textureless media with orientations characterized by independent Euler angles. However …
Influence of the mechanical and geometrical parameters on the cellular uptake of nanoparticles: A stochastic approach
Nanoparticles (NPs) are used for drug delivery with enhanced selectivity and reduced side‐
effect toxicity in cancer treatments. Based on the literature, the influence of the NPs …
effect toxicity in cancer treatments. Based on the literature, the influence of the NPs …