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NIMS Engineers Develop System to Track Material Design Processes, Enhancing AI Transparency and Reproducibility

NIMS Engineers Develop System to Track Material Design Processes, Enhancing AI Transparency and Reproducibility

Engineers at Japan's National Institute for Materials Science have developed a system called pinax that captures the entire trial-and-error process in material design, addressing critical challenges in reproducibility and accountability for AI-driven scientific discovery.

April 22, 2026
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