AutoSurrogate is a new framework that uses large language models to automate the creation of deep learning surrogate models for subsurface flow simulations, reducing the need for specialized machine learning expertise. This tool allows practitioners to build high-quality surrogates through simple natural-language instructions, significantly accelerating complex tasks like uncertainty quantification and data assimilation without manual intervention or expert knowledge.
Read the full article at arXiv cs.LG (ML)
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alinemati1983-6987Written by alinemati1983-6987
