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G. Martino et al., “Anomaly Detection Based Quench Detection System for CW Operation of SRF Cavities”, in Proc. 31st Linear Accelerator Conf. (LINAC'22), Liverpool, UK, Aug.-Sep. 2022, pp. 775-777. |
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T. Hellert et al., “Agentic AI as a Middle Layer for Accelerator Control: Multi-Facility Deployment and Early Results”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6324, this conference. |
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T. Hellert, H. Hoschauer, K. Iliev, G. Martino, A. Sulc, and C. Tennant, “ARIEL: Agentic Retrieval Interface for Electronic Logbooks”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6326, this conference. |
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G. Martino, T. Hellert, S. Leemann, and A. Sulc, “Hybrid online optimization for hands-off tuning of the ALS injector”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6330, this conference. |
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T. Hellert et al., “Status of Osprey: A Framework for Agentic AI in Control Systems”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6322, this conference. |
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G. Martino, T. Hellert, S. Leemann, and A. Sulc, “Autonomous Planning and Execution of Injector Tuning via the Osprey Agentic Framework”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6331, this conference. |
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A. Wu, J. De Chant, T. Hellert, S. Leemann, G. Martino, and A. Sulc, “Evaluating in-context learning for Advanced Light Source EPICS process variable prediction”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6321, this conference. |
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K. Iliev, T. Hellert, S. Leemann, G. Martino, and A. Sulc, “A configurable unsupervised anomaly detection service for the Advanced Light Source”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6305, this conference. |
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A. Sulc, G. Martino, H. Nishimura, S. Leemann, and T. Hellert, “Unsupervised Anomaly Detection and Channel Attribution with Variational Autoencoders at the Advanced Light Source”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6306, this conference. |
