AINeutralarXiv – CS AI · 15h ago6/10
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AI Agent for Reverse-Engineering Legacy Finite-Difference Code and Translating to Devito
Researchers have developed an AI agent framework that automates the translation of legacy finite-difference code into Devito, a modern computational framework. The system combines retrieval-augmented generation (RAG) with large language models and implements reinforcement learning feedback mechanisms to enable dynamic code transformation with validation across correctness, structure, and API compliance.