Selected Publications
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| Title | Conference/Journal | Authors |
|---|---|---|
| Towards Agentic AI on Particle Accelerators | ML4Physics Workshop at NeurIPS 2024, New Orleans, USA | A. Sulc, T. Hellert, R. Kammering, H. Houscher, J. M. St. John |
| PACuna: Automated Fine-Tuning of Language Models for Particle Accelerators | ML4Physics Workshop at NeurIPS 2023, New Orleans, USA | A. Sulc, R. Kammering, A. Eichler, T. Wilksen |
| Towards Monocular Shape from Refraction | BMVC 2021 (Oral, 3.3% acceptance) | A. Sulc, I. Sato, B. Goldluecke, T. Treibitz |
| Depth from Spectral Defocus Blur | ICIP 2019 | S. Ishihara, A. Sulc, I. Sato |
| Unsupervised Log Anomaly Detection with Few Unique Tokens | IET Journal Information Security (in review) | A. Sulc, A. Eichler, T. Wilksen |
| A Data-Driven Anomaly Detection on SRF Cavities at the European XFEL | Journal of Physics: Conference Series, Vol. 2420, No. 1, 2023 | A. Sulc, A. Eichler, T. Wilksen |
| Recovery of Geometry, Natural Illumination and BRDF from a Single Light Field Image | Journal of the Optical Society of America A, 2022 | A. Sulc, O. Johannsen, B. Goldluecke |
| Depth Estimation Using Spectrally Varying Defocus Blur | Journal of the Optical Society of America A, 2021 | S. Ishihara, A. Sulc, I. Sato |
| ChatQCD: Let Large Language Models Explore QCD | 42nd International Conference on High Energy Physics (ICHEP 2024) | A. Sulc, P. Connor |
| Automated Anomaly Detection on European XFEL Klystrons | International Conference on Particle Accelerators 2024, Nashville, USA | A. Sulc, A. Eichler, T. Wilksen |
| Towards Unlocking Insights from Logbooks Using AI | International Conference on Particle Accelerators 2024, Nashville, USA | A. Sulc, A. Eichler, G. Hartmann, T. Wilksen, J. St. John, F. Mayet, J. Maldonado, D. Ratner, J. Kaiser, V. Kain, T. Hellert, H. Hoschouer |
| Log Anomaly Detection on EuXFEL Nodes | 19th International Conference on Accelerator and Large Experimental Physics Control Systems (ICALEPCS 2023), Cape Town, South Africa (Oral) | |
| Generalizing LLMs for Accelerators with RL | 3rd International Workshop on Reinforcement Learning for Autonomous Accelerators” RL4AA’25, Hamburg, Germany | A. Sulc |
| Addressing Challenges in Accelerator Operations with Artificial Intelligence | Accelerator Seminar @ JeffersonLab, USA | A. Sulc |
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