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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.
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