Machine Physics (MPY) E-mail: ilya.agapov@desy.de Scientific fields Accelerator Projects acclaim amalea hir3x Latest Publications Physics-based deep neural networks for beam dynamics in charged particle accelerators: Andrei Ivanov et al., Phys. Rev. Accel. Beams, doi: 10.1103/PhysRevAccelBeams.23.074601