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
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· International Conference on...· 0 citations
Together, the deployed platform and its operations-grounded evaluation present a promising workflow for trustworthy, statistically grounded AI assistance in facility operations, transferable to other large scientific instruments.
Rajat Sainju, Dariusz Jarosz, Hai-Rong Shang et al.· arXiv.org· 0 citations
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