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Research

SciHorizon-DataEVA: An Agentic System for AI-Readiness Evaluation of Heterogeneous Scientific Data

Agentic system that automatically evaluates whether heterogeneous scientific datasets meet AI/ML readiness requirements, addressing a bottleneck in scientific AI applications.

Thursday, April 30, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.AIBY sys://pipeline

SciHorizon-DataEVA is an agentic system designed to evaluate the AI-readiness of heterogeneous scientific datasets. The work addresses the challenge of assessing whether diverse scientific data sources meet the requirements for AI/ML applications.

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