Physics-Informed Neural Networks for Shell Structures. - Jan-Hendrik Bastek; Dennis M. Kochmann (CoRR, 2022)

GNN-Assisted Phase Space Integration with Application to Atomistics. - Shashank Saxena; Jan-Hendrik Bastek; Miguel Spinola; Prateek Gupta; Dennis M. Kochmann (CoRR, 2023)

Inverse design of nonlinear mechanical metamaterials via video denoising diffusion models. - Jan-Hendrik Bastek; Dennis M. Kochmann (Nat. Mac. Intell., 2023)

Physics-Informed Diffusion Models. - Jan-Hendrik Bastek; WaiChing Sun; Dennis M. Kochmann (ICLR, 2025)