Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models. - Qiang Liu 038; Nils Thuerey (CoRR, 2023)

ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks. - Qiang Liu 038; Mengyu Chu; Nils Thuerey (ICLR, 2025)

PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations. - Benjamin J. Holzschuh; Qiang Liu 038; Georg Kohl; Nils Thuerey (CoRR, 2025)