Search Results - Alexander Scheinker

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  1. 1

    Conditional guided generative diffusion for particle accelerator beam diagnostics by Alexander Scheinker

    Published in Scientific Reports (2024-08-01)
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  2. 2

    Physics-constrained superresolution diffusion for six-dimensional phase space diagnostics by Alexander Scheinker

    Published in Physical Review Research (2025-04-01)
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  3. 3

    cDVAE: VAE-guided diffusion for particle accelerator beam 6D phase space projection diagnostics by Alexander Scheinker

    Published in Scientific Reports (2024-11-01)
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  4. 4

    Adaptive Machine Learning for Robust Diagnostics and Control of Time-Varying Particle Accelerator Components and Beams by Alexander Scheinker

    Published in Information (2021-04-01)
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  5. 5

    Enabling dynamic 3D coherent diffraction imaging via adaptive latent space tuning of generative autoencoders by Alexander Scheinker, Reeju Pokharel

    Published in npj Computational Materials (2024-12-01)
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  6. 6

    Latent diffusion can map beam loss to two-dimensional phase-space projections by Alexander Scheinker, Alan Williams

    Published in Physical Review Accelerators and Beams (2025-09-01)
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  7. 7

    Physics-constrained machine learning for electrodynamics without gauge ambiguity based on Fourier transformed Maxwell’s equations by Christopher Leon, Alexander Scheinker

    Published in Scientific Reports (2024-06-01)
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  8. 8

    Physics-constrained 3D convolutional neural networks for electrodynamics by Alexander Scheinker, Reeju Pokharel

    Published in APL Machine Learning (2023-06-01)
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  9. 9

    Machine learning surrogate for charged particle beam dynamics with space charge based on a recurrent neural network with aleatoric uncertainty by Cristina Garcia-Cardona, Alexander Scheinker

    Published in Physical Review Accelerators and Beams (2024-02-01)
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  10. 10

    A conditional latent autoregressive recurrent model for generation and forecasting of beam dynamics in particle accelerators by Mahindra Rautela, Alan Williams, Alexander Scheinker

    Published in Scientific Reports (2024-08-01)
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  11. 11

    Virtual Diagnostic Suite for Electron Beam Prediction and Control at FACET-II by Claudio Emma, Auralee Edelen, Adi Hanuka, Brendan O’Shea, Alexander Scheinker

    Published in Information (2021-01-01)
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  12. 12

    Online multi-objective particle accelerator optimization of the AWAKE electron beam line for simultaneous emittance and orbit control by Alexander Scheinker, Simon Hirlaender, Francesco Maria Velotti, Spencer Gessner, Giovanni Zevi Della Porta, Verena Kain, Brennan Goddard, Rebecca Ramjiawan

    Published in AIP Advances (2020-05-01)
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