Why “AI” models for predicting soil liquefaction have been ignored, plus some that shouldn't be
BW Maurer, MD Sanger - Earthquake Spectra, 2023 - journals.sagepub.com
Soil liquefaction remains an important and interesting problem that has attracted the
development of enumerable prediction models. Increasingly, these models are utilizing …
development of enumerable prediction models. Increasingly, these models are utilizing …
An AI driven, mechanistically grounded geospatial liquefaction model for rapid response and scenario planning
Geospatial models for predicting soil liquefaction infer subsurface traits via satellite remote
sensing and mapped information, rather than directly measure them with subsurface tests …
sensing and mapped information, rather than directly measure them with subsurface tests …
Megazonation of earthquake-induced soil liquefaction hazard in continental Europe
Mapping large territories for earthquake-induced soil liquefaction hazard may sound like an
oxymoron since soil liquefaction is by itself a spatially highly localized phenomenon. Thus …
oxymoron since soil liquefaction is by itself a spatially highly localized phenomenon. Thus …
Probabilistic framework for regional loss assessment due to earthquake-induced liquefaction including epistemic uncertainty
For seismic risk assessments, ground shaking is generally considered the primary cause of
building damage. However, earthquake-induced liquefaction can also create significant …
building damage. However, earthquake-induced liquefaction can also create significant …
Technical guidelines for the assessment of earthquake induced liquefaction hazard at urban scale
Microzonation for earthquake-induced liquefaction hazard is the subdivision of a territory at
a municipal or submunicipal scale in areas characterized by the same probability of …
a municipal or submunicipal scale in areas characterized by the same probability of …
An inter-disciplinary and multi-scale approach to assess the spatial variability of ground motion for seismic microzonation: the case study of Cavezzo municipality in …
Seismic microzonation represents a basic tool for prevention activity planning and land
management. An extensive and detailed microzonation study was performed with reference …
management. An extensive and detailed microzonation study was performed with reference …
A computational platform to assess liquefaction-induced loss at critical infrastructures scale
A Meslem, H Iversen, K Iranpour, D Lang - Bulletin of Earthquake …, 2021 - Springer
In the framework of the multi-disciplinary LIQUEFACT project, funded under the European
Commission's Horizon 2020 program, the LIQUEFACT Reference Guide software has been …
Commission's Horizon 2020 program, the LIQUEFACT Reference Guide software has been …
Seismic Liquefaction of Saturated Calcareous Sands: Dynamic Centrifuge Test and Numerical Simulation
W Lyu, Y Yuan, P Chen, X Liang, J Deng, C Li - Applied Sciences, 2022 - mdpi.com
Both a dynamic centrifuge test and dynamic finite element analysis were carried out to
assess the seismic liquefaction risk of a saturated-calcareous-sand site in a port project in …
assess the seismic liquefaction risk of a saturated-calcareous-sand site in a port project in …
Seismic analysis of a liquefiable soil foundation-embankment system: life cycle performance and mitigation
C Khalil - 2021 - theses.hal.science
The main goal of the performance-based design is the probabilistic evaluation of the system-
level performance of structures due to earthquakes. A framing equation was proposed by the …
level performance of structures due to earthquakes. A framing equation was proposed by the …