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Author: M. Rautela


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Reference
M. Rautela, A. Scheinker, and A. Williams, “Accelerator system parameter estimation using variational autoencoded latent regression”, in Proc. 15th Int. Particle Accelerator Conf. (IPAC'24), Nashville, TN, USA, May 2024, paper MOPS74, pp. 905-908.
M. Rautela, A. Scheinker, and A. Williams, “Towards latent space evolution of spatiotemporal dynamics of six-dimensional phase space of charged particle beams”, in Proc. 15th Int. Particle Accelerator Conf. (IPAC'24), Nashville, TN, USA, May 2024, paper MOPS75, pp. 909-912.
M. Rautela, A. Williams, and A. Scheinker, “Latent evolution model for time-inversion of spatiotemporal beam dynamics”, in Proc. 32nd Linear Accelerator Conf. (LINAC'24), Chicago, IL, USA, Aug. 2024, pp. 241-244.
M. Rautela and A. Scheinker, “Advancing accelerator virtual beam diagnostics through Latent Evolution Modeling: An integrated solution to forward, inverse, tuning, and UQ problems”, in Proc. 6th North American Particle Accelerator Conference (NAPAC'25), Sacramento, California, USA, Aug. 2025, pp. 38-42.


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