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Author: M. Borland


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Reference
A. Grannan et al., “HED-Melt: A coupled framework for modeling high-energy-density conditions in accelerators”, in Proc. 6th North American Particle Accelerator Conference (NAPAC'25), Sacramento, California, USA, Aug. 2025, pp. 149-153.
O. Mohsen, I. Lobach, M. Borland, and Y. Sun, “Machine learning-enhanced infrared imaging for temperature anomaly detection in power supplies”, in Proc. 6th North American Particle Accelerator Conference (NAPAC'25), Sacramento, California, USA, Aug. 2025, pp. 185-189.
N. Kuklev, H. Shang, L. Emery, M. Borland, and Y. Sun, “Physics-coupled Bayesian algorithm for APS-U nonlinear dynamics tuning”, presented at the 6th North American Particle Accelerator Conference (NAPAC'25), Sacramento, California, USA, Aug. 2025, paper MOP074, unpublished.
C. Xu, L. Emery, M. Borland, O. Mohsen, R. Roussel, and Y. Sun, “Towards accurate beam sigma matrix determination in a transport line using differentiable simulation”, in Proc. 6th North American Particle Accelerator Conference (NAPAC'25), Sacramento, California, USA, Aug. 2025, pp. 264-268.
R. Sainju, M. Borland, O. Mohsen, and Y. Sun, “Application of low-cost sensors and deep autoencoders for monitoring water pumps in particle accelerators”, in Proc. 6th North American Particle Accelerator Conference (NAPAC'25), Sacramento, California, USA, Aug. 2025, pp. 694-698.
R. Sainju et al., “APS-RAG: A domain-aware hybrid retrieval augmented generation system for accelerator operations and knowledge synthesis”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6302, this conference.
R. Sainju, M. Borland, J. Fuerst, O. Mohsen, Y. Sun, and R. Wright, “Leveraging low-cost sensors and machine learning for pump anomaly detection in accelerator facilities”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper MOP6303, this conference.
J. Calvey et al., “High Charge Operation and Future Upgrades of the APS-U Injector Chain”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper TUO2M04, this conference.
C. Xu et al., “Efficient Five-dimensional Beam Sigma Matrix Determination Using Differentiable Simulation”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper WEP6303, this conference.
A. Dick et al., “CASE STUDIES WITH HED-MELT, MODELING HIGH-ENERGY-DENSITY CONDITIONS IN ACCELERATORS”, presented at the 17th Int. Particle Accelerator Conf. (IPAC'26), Deauville, France, May 2026, paper THP5361, this conference.


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