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agent self-evolution 1evidence recalibration 1harness optimization 1historical experience 1large language models 1

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most citedToolRosella: Translating Code Repositories into Standardized Tools for Scientific Agents

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cs.AI2026

Foam-Agent: A Large Language Model-Based Multi-Agent Framework for Automating Computational Fluid Dynamics Workflows

Ling Yue, Nithin Somasekharan, Tingwen Zhang +4

Computational fluid dynamics (CFD) has been the main workhorse of computational physics, yet its steep learning curve and fragmented, multi-stage workflow create significant barrie…