Результаты поиска - Alexander Scheinker

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

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

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

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

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Adaptive method for electron bunch profile prediction по Alexander Scheinker, Spencer Gessner

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

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

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

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

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

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Model-independent particle accelerator tuning по Alexander Scheinker, Xiaoying Pang, Larry Rybarcyk

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

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An adaptive approach to machine learning for compact particle accelerators по Alexander Scheinker, Frederick Cropp, Sergio Paiagua, Daniele Filippetto

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Using convolutional neural networks to accelerate three-dimensional coherent synchrotron radiation computations по Christopher Leon, Petr M. Anisimov, Nikolai Yampolsky, Alexander Scheinker

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

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Model-independent tuning for maximizing free electron laser pulse energy по Alexander Scheinker, Dorian Bohler, Sergey Tomin, Raimund Kammering, Igor Zagorodnov, Holger Schlarb, Matthias Scholz, Bolko Beutner, Winfried Decking

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

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