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Programming Geotechnical Reliability Algorithms using Generative AI
Atma Sharma, Jie Zhang, Meng Lu, Shuangyi Wu, Baoxiang Li
https://arxiv.org/abs/2506.19536

Programming Geotechnical Reliability Algorithms using Generative AI
Programming reliability algorithms is crucial for risk assessment in geotechnical engineering. This study explores the possibility of automating and accelerating this task using Generative AI based on Large Language Models (LLMs). Specifically, the most popular LLM, i.e., ChatGPT, is used to test the ability to generate MATLAB codes for four classical reliability algorithms. The four specific examples considered in this study are: (1) First Order Reliability Method (FORM); (2) Subset simulation…