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Generative deep learning for data generation in natural hazard analysis: motivations, advances, challenges, and opportunities
Data mining and analysis are critical for preventing or mitigating natural hazards. However,
data availability in natural hazard analysis is experiencing unprecedented challenges due to …
data availability in natural hazard analysis is experiencing unprecedented challenges due to …
Seismic fragility and resilience assessment of shallowly buried large-section underground civil defense structure in soft soils: Framework and application
The assessment of fragility of underground civil defense structures is of paramount
importance in ensuring their functionality and enhancing safety in seismic-prone regions …
importance in ensuring their functionality and enhancing safety in seismic-prone regions …
Large-deformation modelling of earthquake-triggered landslides considering non-uniform soils with a stratigraphic dip
Natural soil slopes often exhibit both spatial variability and stratigraphic dips due to complex
depositional processes of soil, exerting a remarkable influence on landslide behaviors …
depositional processes of soil, exerting a remarkable influence on landslide behaviors …
MPM-based mechanism and runout analysis of a compound reactivated landslide
Understanding the entire process of hydraulic-related landslide reactivations is crucial for
risk assessment, which includes initiation and runout evolves from a small-deformation in …
risk assessment, which includes initiation and runout evolves from a small-deformation in …
[HTML][HTML] An improved BUS approach for Bayesian inverse analysis of soil parameters incorporating extensive field data
This study addresses the complexities encountered when integrating site-specific field data
into the Bayesian inverse analysis of soil parameters in geotechnical structures. Traditional …
into the Bayesian inverse analysis of soil parameters in geotechnical structures. Traditional …
[HTML][HTML] Probabilistic assessment of 3D slope failures in spatially variable soils by cooperative stochastic material point method
Accurate assessment of slope failures and their large deformations is critical for effective
landslide mitigation. This study introduces the new Cooperative Stochastic Material Point …
landslide mitigation. This study introduces the new Cooperative Stochastic Material Point …
Uncertainty evaluation of the run-out distance of flow-like landslides considering the anisotropic scale of fluctuation in the random field of internal friction angle
Naturally, sedimented strata bring about complicated distributions for geomaterial properties
with different random field parameters in different directions, eg, the anisotropic scale of …
with different random field parameters in different directions, eg, the anisotropic scale of …
[HTML][HTML] Fast physically-based probabilistic modelling of rainfall-induced shallow landslide susceptibility at the regional scale considering geotechnical uncertainties …
The inherent uncertainty in hydro-geotechnical parameters presents a significant challenge
for accurately predicting rainfall-triggered shallow landslides in mountainous regions. In this …
for accurately predicting rainfall-triggered shallow landslides in mountainous regions. In this …
Reliability analysis and geometric optimization method of cut slope in spatially variable soils with rotated anisotropy
H Qin, X Yin, H Tang, X Cheng - Engineering Failure Analysis, 2024 - Elsevier
The construction of the 'Dayangyun'Expressway has generated a large number of
engineering landslide disaster chains, mainly due to the lack of consideration of the …
engineering landslide disaster chains, mainly due to the lack of consideration of the …
Hydraulic fracture propagation in layered heterogeneous rocks with spatially non-gaussian random hydromechanical features
N Sarmadi, M Harrison, M Mousavi Nezhad… - Rock Mechanics and …, 2024 - Springer
This study proposes a stochastic method to analyse the propagation of hydraulic fractures
affected by layered heterogeneity in rocks in a toughness-dominated regime. The study …
affected by layered heterogeneity in rocks in a toughness-dominated regime. The study …