Offset Finding of Beamline Parameters on the METRIXS Beamline at BESSY II Using Machine Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Meier, David, Zeschke, Thomas, Feuer-Forson, Peter, Sick, Bernhard, Viefhaus, Jens, Hartmann, Gregor |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Optimizing a Superconducting Radiofrequency Gun Using Deep Reinforcement Learning
by: Meier, David, et al.
Published: (2022)
by: Meier, David, et al.
Published: (2022)
Reconstructing Time-of-Flight Detector Values of Angular Streaking Using Machine Learning
by: Meier, David, et al.
Published: (2025)
by: Meier, David, et al.
Published: (2025)
Inverse Surrogate Model of a Soft X-Ray Spectrometer using Domain Adaptation
by: Ahlers, Enrico, et al.
Published: (2025)
by: Ahlers, Enrico, et al.
Published: (2025)
N-dimensional maximum-entropy tomography via particle sampling
by: Hoover, Austin
Published: (2024)
by: Hoover, Austin
Published: (2024)
Accelerator system parameter estimation using variational autoencoded latent regression
by: Rautela, Mahindra, et al.
Published: (2024)
by: Rautela, Mahindra, et al.
Published: (2024)
High-dimensional maximum-entropy phase space tomography
by: Hoover, Austin
Published: (2025)
by: Hoover, Austin
Published: (2025)
Beamline Steering Using Deep Learning Models
by: Allen, Dexter, et al.
Published: (2024)
by: Allen, Dexter, et al.
Published: (2024)
Target Multiwire for the Fermilab Booster Neutrino Beamline
by: Prokop, R.
Published: (2024)
by: Prokop, R.
Published: (2024)
Towards latent space evolution of spatiotemporal dynamics of six-dimensional phase space of charged particle beams
by: Rautela, Mahindra, et al.
Published: (2024)
by: Rautela, Mahindra, et al.
Published: (2024)
A Hybrid Neural Architecture: Online Attosecond X-ray Characterization
by: Hirschman, Jack, et al.
Published: (2025)
by: Hirschman, Jack, et al.
Published: (2025)
Updates and Lessons Learned from NuMI Beamline at Fermilab
by: Wickremasinghe, D. A. A., et al.
Published: (2024)
by: Wickremasinghe, D. A. A., et al.
Published: (2024)
Conic Surfaces and Transformations for X-Ray Beamline Optics Modeling
by: del Rio, Manuel Sanchez, et al.
Published: (2024)
by: del Rio, Manuel Sanchez, et al.
Published: (2024)
A General Bayesian Algorithm for the Autonomous Alignment of Beamlines
by: Morris, T. W., et al.
Published: (2024)
by: Morris, T. W., et al.
Published: (2024)
Femtosecond-Scale MeV-UED Beamline Using a Stand-Alone Multi-Cell RF Photogun
by: Lucas, Thomas Geoffrey, et al.
Published: (2025)
by: Lucas, Thomas Geoffrey, et al.
Published: (2025)
Propagation of a Gaussian Wigner Function Through a Matrix-Aperture Beamline
by: Pogorelov, Ilya V., et al.
Published: (2023)
by: Pogorelov, Ilya V., et al.
Published: (2023)
Reinforcement Learning for Accelerator Beamline Control: a simulation-based approach
by: Ibrahim, Anwar, et al.
Published: (2025)
by: Ibrahim, Anwar, et al.
Published: (2025)
Strategy for Bayesian Optimized Beam Steering at TRIUMF-ISAC's MEBT and HEBT Beamlines
by: Hassan, O., et al.
Published: (2025)
by: Hassan, O., et al.
Published: (2025)
Surrogate Models studies for laser-plasma accelerator electron source design through numerical optimisation
by: Kane, G., et al.
Published: (2024)
by: Kane, G., et al.
Published: (2024)
Synthesizing Particle-in-Cell Simulations Through Learning and GPU Computing for Hybrid Particle Accelerator Beamlines
by: Sandberg, Ryan T., et al.
Published: (2024)
by: Sandberg, Ryan T., et al.
Published: (2024)
Application of Stochastic Control Algorithms for the Improvement of the Electron Injection Efficiency of BESSY II
by: Schuett, Alexander
Published: (2024)
by: Schuett, Alexander
Published: (2024)
Dynamic Exclusion of Low-Fidelity Data in Bayesian Optimization for Autonomous Beamline Alignment
by: Narayanan, Megha R., et al.
Published: (2024)
by: Narayanan, Megha R., et al.
Published: (2024)
Development of a Proton Therapy Research Beamline with FLASH and Minibeam Capabilities at the 18 MeV Bern Medical Cyclotron
by: Kasanda, Eva, et al.
Published: (2026)
by: Kasanda, Eva, et al.
Published: (2026)
Numerical Estimation of Limiting Large-Deviation Rate Functions
by: Werner, Peter, et al.
Published: (2024)
by: Werner, Peter, et al.
Published: (2024)
Hyperstatistics
by: Squillante, Lucas, et al.
Published: (2026)
by: Squillante, Lucas, et al.
Published: (2026)
Diffusion with stochastic resetting on a lattice
by: Hartmann, Alexander K., et al.
Published: (2025)
by: Hartmann, Alexander K., et al.
Published: (2025)
Exact joint distributions of three global characteristic times for Brownian motion
by: Hartmann, Alexander K., et al.
Published: (2024)
by: Hartmann, Alexander K., et al.
Published: (2024)
Identification of the parameters of complex constitutive models: Least squares minimization vs. Bayesian updating
by: Most, Thomas
Published: (2024)
by: Most, Thomas
Published: (2024)
Numerical Aspects of Large Deviations
by: Hartmann, Alexander K.
Published: (2024)
by: Hartmann, Alexander K.
Published: (2024)
Parameter uncertainties for imperfect surrogate models in the low-noise regime
by: Swinburne, Thomas D, et al.
Published: (2024)
by: Swinburne, Thomas D, et al.
Published: (2024)
Generalizations of Langbein's Formula under Non-Stationarity, Mixed Populations, and Over- or Under-Dispersion in the Number of Exceedances
by: Dell'Aira, Francesco, et al.
Published: (2025)
by: Dell'Aira, Francesco, et al.
Published: (2025)
Martingale drift of Langevin dynamics and classical canonical spin statistics -- II
by: Sekimoto, Ken
Published: (2024)
by: Sekimoto, Ken
Published: (2024)
Finding planted cliques using gradient descent
by: Gheissari, Reza, et al.
Published: (2023)
by: Gheissari, Reza, et al.
Published: (2023)
PHYSTAT Informal Review: Marginalizing versus Profiling of Nuisance Parameters
by: Cousins, Robert D., et al.
Published: (2024)
by: Cousins, Robert D., et al.
Published: (2024)
Using Machine Learning to Separate Cherenkov and Scintillation Light in Hybrid Neutrino Detector
by: Bat, Ayse
Published: (2024)
by: Bat, Ayse
Published: (2024)
Exploring the Statistical Properties of Outputs from a Process Inspired by Geometrical Interpretation of Newton's Method
by: Kirouani, Taki
Published: (2024)
by: Kirouani, Taki
Published: (2024)
Estimation of material parameter uncertainties using probabilistic and interval approaches
by: Most, Thomas
Published: (2024)
by: Most, Thomas
Published: (2024)
Using Partial Structure R1 to Do Molecular Replacement Calculations
by: Zhang, Xiaodong
Published: (2024)
by: Zhang, Xiaodong
Published: (2024)
Transition of AI Models in dependence of noise
by: Seidler, Thomas, et al.
Published: (2025)
by: Seidler, Thomas, et al.
Published: (2025)
Uncertainty-aware electronic density-functional distributions
by: Hansen, Teitur, et al.
Published: (2025)
by: Hansen, Teitur, et al.
Published: (2025)
Texture tomography with high angular resolution utilizing sparsity
by: Carlsen, Mads, et al.
Published: (2024)
by: Carlsen, Mads, et al.
Published: (2024)
Similar Items
-
Optimizing a Superconducting Radiofrequency Gun Using Deep Reinforcement Learning
by: Meier, David, et al.
Published: (2022) -
Reconstructing Time-of-Flight Detector Values of Angular Streaking Using Machine Learning
by: Meier, David, et al.
Published: (2025) -
Inverse Surrogate Model of a Soft X-Ray Spectrometer using Domain Adaptation
by: Ahlers, Enrico, et al.
Published: (2025) -
N-dimensional maximum-entropy tomography via particle sampling
by: Hoover, Austin
Published: (2024) -
Accelerator system parameter estimation using variational autoencoded latent regression
by: Rautela, Mahindra, et al.
Published: (2024)