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Author

Yi-Ne Sun

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Review Sep 2026

Strategies for Deploying AI Agents in Production at Scientific User Facilities

Agentic artificial intelligence (AI) is moving beyond research demonstrations toward production use at scientific user facilities, including light sources, neutron sources, nanoscience centers, and autonomous laboratories. Its scientific value extends beyond increasing throughput. Agents can perform repeatable tasks in...

Ming Du, Xiang-Yu Yin, Michael H. Prince et al. · 0 citations
Conference Aug 2026

Multi-strategy cooperative prediction model for short-term electric load based on Ultra-NOA-CNN-DLKA-GRU

An improved Nutcracker Optimization Algorithm (NOA) is constructed to adaptively search for key hyperparameters, thereby improving training stability and parameter matching and indicating that the proposed method can effectively improve the accuracy, robustness, and generalization ability of shortterm electric load for...

Yi-Ne Sun · 0 citations

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