Physics-constrained superresolution diffusion for six-dimensional phase space diagnostics
Adaptive physics-constrained superresolution diffusion is developed for noninvasive virtual diagnostics of the six-dimensional (6D) phase space density of charged particle beams. An adaptive variational autoencoder embeds initial beam condition images and scalar measurements to a low-dimensional lat...
| Published in: | Physical Review Research |
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| Main Author: | |
| Format: | Article |
| Language: | English |
| Published: |
American Physical Society
2025-04-01
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| Online Access: | http://doi.org/10.1103/PhysRevResearch.7.023091 |