- Geotechnical Engineering - an overview | ScienceDirect Topics
Geotechnical engineering plays a key role in all civil engineering projects, since all construction is built on or in the ground In addition it forms an important part of extractive industries, such as open cast and underground mining and hydrocarbon extraction, and is essential in evaluating natural hazards such as earthquakes and landslides
- Large language model-empowered paradigm for automated geotechnical site . . .
For example, LLM-based retrieval of geotechnical information from a target documentation still exhibits limited consistency and robustness across different trials [40], let alone multiple documents This can lead to disastrous consequences for engineering design and analysis
- Leveraging physics-informed neural networks in geotechnical earthquake . . .
The primary objective of this study is to explore the potential of physics-informed neural networks (PINNs) as a novel alternative for seismic site response analysis, a common problem in geotechnical earthquake engineering (GEE) While PINNs, as advanced deep learning models, have shown promising applications in various fields such as fluid mechanics, physics, and thermodynamics, their
- GeoLLM: A specialized large language model framework for intelligent . . .
This study develops a novel and specialized LLM framework (GeoLLM) for geotechnical design The innovations of GeoLLM involve a hybrid prompt engineering strategy to facilitate LLMs in understanding and extracting the professional geotechnical knowledge, and a mathematical toolset module designed for accurate calculations
- Geotechnical Research | Journal | ScienceDirect. com by Elsevier
Read the latest articles of Geotechnical Research at ScienceDirect com, Elsevier’s leading platform of peer-reviewed scholarly literature
- Design and application of dynamic seabed penetrators in offshore . . .
Review of dynamic penetrators for offshore geotechnical applications (free-falling penetrometers for seabed characterisation and dynamically installed anchors as offshore foundations)
- Canadian Geotechnical Journal | ScienceDirect. com by Elsevier
Canadian Geotechnical Journal features work related to new developments in geotechnical and geoenvironmental engineering and applied sciences The topics of papers include soil and rock mechanics, material properties and fundamental behaviour, site characterization, foundations, excavations, tunnels, dams and embankments, slopes, landslides, geological and rock engineering, ground improvement
- Offshore geotechnical challenges of the energy transition
This paper sets out the necessary shifts in technology, culture and practice in geotechnical engineering aspects of delivering offshore wind, organized around five key challenges: (i) where best to place future offshore windfarms, (ii) improving efficiency in deriving geotechnical design parameters, (iii) improving efficiency of design outcomes
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