What geotechnical engineers want to know about reliability
KK Phoon - ASCE-ASME Journal of Risk and Uncertainty in …, 2023 - ascelibrary.org
The purpose of this paper is to address the “what,”“why,” and “how” questions posed by
engineers who are not familiar with geotechnical reliability and have not kept abreast of …
engineers who are not familiar with geotechnical reliability and have not kept abreast of …
[HTML][HTML] Immersive visualization of 3D subsurface ground model developed from sparse boreholes using virtual reality (VR)
B Lyu, Y Wang - Underground Space, 2024 - Elsevier
Analytics and visualization of multi-dimensional and complex geo-data, such as three-
dimensional (3D) subsurface ground models, is critical for development of underground …
dimensional (3D) subsurface ground models, is critical for development of underground …
Multi-scale generative adversarial networks (GAN) for generation of three-dimensional subsurface geological models from limited boreholes and prior geological …
Delineation of subsurface stratigraphy is an essential task in site characterization. A three-
dimensional (3D) subsurface geological model that precisely depicts stratigraphic …
dimensional (3D) subsurface geological model that precisely depicts stratigraphic …
Three-dimensional reconstruction of subsurface stratigraphy using machine learning with neighborhood aggregation
In engineering geology and geotechnical engineering, it is well recognized that subsurface
soils/rocks are natural materials and exhibit variability in stratigraphy due to the complex …
soils/rocks are natural materials and exhibit variability in stratigraphy due to the complex …
[PDF][PDF] ADDITIONAL OBSERVATIONS ON THE SITE RECOGNITION CHALLENGE.
One distinctive feature of geotechnical engineering is site uniqueness or site-specificity.
However, there is no data-driven method to quantify site uniqueness. The corollary is that it …
However, there is no data-driven method to quantify site uniqueness. The corollary is that it …
Characterization of autocovariance parameters of detrended cone tip resistance from a global CPT database
This paper compiles a cone penetration test (CPT) database, named Global-CPT/3/1196. It
contains three CPT parameters (cone tip resistance, sleeve friction, and porewater pressure) …
contains three CPT parameters (cone tip resistance, sleeve friction, and porewater pressure) …
Prior geological knowledge enhanced Markov random field for development of geological cross-sections from sparse data
Qualified subsurface geological cross-sections are indispensable for efficient site planning
and risk management of underground infrastructure. Nevertheless, delineating a qualified …
and risk management of underground infrastructure. Nevertheless, delineating a qualified …
Future of Machine Learning in Geotechnics (FOMLIG), 5–6 Dec 2023, Okayama, Japan
This report presents the key talking points in the First Workshop on the Future of Machine
Learning in Geotechnics (FOMLIG), that include data infrastructure, geotechnical context …
Learning in Geotechnics (FOMLIG), that include data infrastructure, geotechnical context …
Developments of inverse analysis by Kalman filters and Bayesian methods applied to geotechnical engineering
A Murakami, K Fujisawa, T Shuku - … of the Japan Academy, Series B, 2023 - jstage.jst.go.jp
The present paper reviews recent activities on inverse analysis strategies in geotechnical
engineering using Kalman filters, nonlinear Kalman filters, and Markov chain Monte Carlo …
engineering using Kalman filters, nonlinear Kalman filters, and Markov chain Monte Carlo …
Special issue on “Machine learning and AI in geotechnics”
The potential for machine learning and artificial intelligence to shape geotechnical
engineering practice (and possibly theory) is immense. However, the agenda for machine …
engineering practice (and possibly theory) is immense. However, the agenda for machine …