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physics.plasm-ph2025
Integration of Machine Learning-Based Plasma Acceleration Simulations into Geant4: A Case Study with the PALLAS Experiment
A. Sytov, K. Cassou, V. Kubytskyi +2
We present the development and integration of a Machine Learning (ML)-based surrogate model, trained on Particle-In-Cell (PIC) simulations of laser-driven plasma wakefield accelera…
physics.plasm-ph2024
Technical Status Report on Plasma Components and Systems in the context of EuPRAXIA
A. Biagioni, N. Bourgeois, F. Brandi +27
The EuPRAXIA project aims to construct two state-of-the-art accelerator facilities based on plasma accelerator technology. Plasma-based accelerators offer the possibility of a sign…