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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
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