Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks

1 June 2021

Papers citing "Invertible Surrogate Models: Joint surrogate modelling and reconstruction of Laser-Wakefield Acceleration by invertible neural networks"

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Title
Data-driven Science and Machine Learning Methods in Laser-Plasma PhysicsHigh Power Laser Science and Engineering (HPLSE), 2022 Andreas Döpp C. Eberle S. Howard F. Irshad Jinpu Lin M. Streeter AI4CE 261 87 0 30 Nov 2022
Continual learning autoencoder training for a particle-in-cell simulation via streaming Patrick Stiller Varun Makdani Franz Pöschel R. Pausch A. Debus Michael Bussmann Nico Hoffmann AI4CE 171 3 0 09 Nov 2022