Solving Inverse Physics Problems with Score Matching. - Benjamin J. Holzschuh; Simona Vegetti; Nils Thuerey (NeurIPS, 2023)

Score Matching via Differentiable Physics. - Benjamin J. Holzschuh; Simona Vegetti; Nils Thuerey (CoRR, 2023)

Flow Matching for Posterior Inference with Simulator Feedback. - Benjamin J. Holzschuh; Nils Thuerey (CoRR, 2024)

Improved Sampling Of Diffusion Models In Fluid Dynamics With Tweedie's Formula. - Youssef Shehata; Benjamin J. Holzschuh; 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)