Co-authored preprint: '3D sparse-reconstruction and super-resolution with diffusion models, physics constraints and PDE Transformers' (arXiv:2510.19971)
Co-authored preprint: 'Introducing P3D: The three-dimensional PDE-Transformer' (arXiv:2509.10186)
Released open-source code at https://github.com/tum-pbs/sparse-reconstruction
Developed the ConFIG optimizer to incorporate PDE/physics constraints
Achieved neural surrogate modeling at 512³ resolution (over 400 million degrees of freedom)