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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. |
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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. |
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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. |
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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. |