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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Junchao Zhang

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#artificial intelligence Mar 2026

An Agentic Evaluation Framework for AI-Generated Scientific Code in PETSc

PETSCAgent-Bench is introduced, a multidimensional benchmark and agent-based framework for assessing whether AI-generated scientific code uses a production HPC library as an expert would and combines deterministic checks with LLM-based assessments.

Hong Zhang, Barry Smith, S. Balay et al. · 2 citations

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