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[HTML][HTML] Geotechnical uncertainty, modeling, and decision making
Modeling only constitutes one aspect of decision making. The prevailing limitation of
applying modeling to practice is the absence of explicit consideration of uncertainties. This …
applying modeling to practice is the absence of explicit consideration of uncertainties. This …
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 …
Time capsule for geotechnical risk and reliability
This paper is motivated by the Time Capsule Project (TCP) of the International Society for
Soil Mechanics and Geotechnical Engineering (ISSMGE). The historical developments of …
Soil Mechanics and Geotechnical Engineering (ISSMGE). The historical developments of …
Future-proofing geotechnics workflows: accelerating problem-solving with large language models
ABSTRACT The integration of Large Language Models (LLMs), such as ChatGPT, into the
workflows of geotechnical engineering has a high potential to transform how the discipline …
workflows of geotechnical engineering has a high potential to transform how the discipline …
GeoLLM: A specialized large language model framework for intelligent geotechnical design
Large language models (LLMs) have achieved remarkable success in various industrial and
research fields, enhancing work efficiency by assisting machines in comprehending human …
research fields, enhancing work efficiency by assisting machines in comprehending human …
[HTML][HTML] Bayesian inverse analysis with field observation for slope failure mechanism and reliability assessment under rainfall accounting for nonstationary …
Slope failure mechanism and reliability assessment under rainfall usually not only ignores
the nonstationary characteristics of soil hydraulic and shear strength parameters, but also …
the nonstationary characteristics of soil hydraulic and shear strength parameters, but also …
[HTML][HTML] Pathway to a fully data-driven geotechnics: Lessons from materials informatics
This paper elucidates the challenges and opportunities inherent in integrating data-driven
methodologies into geotechnics, drawing inspiration from the success of materials …
methodologies into geotechnics, drawing inspiration from the success of materials …
Geospatial modeling of heterogeneous geotechnical data using conventional and enhanced conception of modified Shepard method-based IDW algorithms …
Abstract Characterization and accurate assessment of subsurface soil information from
geological and geotechnical perspectives are the major challenges considering urban …
geological and geotechnical perspectives are the major challenges considering urban …
[HTML][HTML] What defines a “site” in geotechnical engineering?: A comparative study between local and global big indirect databases
Geotechnical engineering continuously faces the challenge of accurately assessing a wide
array of physical properties from limited soil data. To solve this problem using a data-driven …
array of physical properties from limited soil data. To solve this problem using a data-driven …
Data-driven approximation of geotechnical dynamics to an equivalent single-degree-of-freedom vibration system based on dynamic mode decomposition
The application of data science technologies in geotechnical and earthquake engineering is
a hot topic. This study aimed to identify the macroscopic dynamic properties of the soil from …
a hot topic. This study aimed to identify the macroscopic dynamic properties of the soil from …