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paperGoogle Scholar·25 Oct 2026·Z Fang, Q Zhang, J Yan, Z Wang, X Gu, Z Zhang…

GeoAgent: Contract-Constrained LLM Agents for Seismic Data Processing

GeoAgent constrains LLM tool calls with contracts so long seismic processing chains do not break.

Abstract

arXiv preprint arXiv …, 2026 - arxiv.org. Large language models (LLMs) can drive scientific software through function calling, but free-form tool use is fragile on long, data-dependent processing chains. Models …