Author(s): H. Tünnermann, Y. Chen, A. Klemps, D. Ilia, M. Cai, N. Ay, B. Beutner, F. Brinker, W. Decking, J. Good, I. Hartl, W. Hillert, Y. Jiang, C. Li, T. Long, C. Mahnke, H. Panuganti, F. Pressacco, and M. Scholz
Emittance minimization in high-brightness photoinjectors is a key challenge for x-ray free-electron lasers. We demonstrate a data- and model-guided framework combining physics-informed laser shaping with inverse emittance modeling...