Validation-Centric AI-Assisted GPU Porting of a 250,000+ Line Legacy Weather Simulation Code
- View PDF HTML (experimental) Abstract:Recent advances in large language models have made CLI-based AI agents a practical tool for accelerating GPU porting of large legacy scientific applications.
- Such applications, however, are not merely old code bases; they are scientific assets whose credibility has been accumulated through long-term development, comparison with observations, and use in domain studies.
- GPU porting must therefore preserve this scientific validity while adapting the implementation to GPU-centric HPC systems.
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- View PDF HTML (experimental) Abstract:Recent advances in large language models have made CLI-based AI agents a practical tool for accelerating GPU porting of large legacy scientific applications.
- Such applications, however, are not merely old code bases; they are scientific assets whose credibility has been accumulated through long-term development, comparison with observations, and use in domain studies.
- GPU porting must therefore preserve this scientific validity while adapting the implementation to GPU-centric HPC systems.
Sources: Arxiv