### Version None ### On which installation method(s) does this occur? _No response_ ### Describe the issue In [this](https://github.com/NVIDIA/physicsnemo?tab=readme-ov-file#a-suite-of-physics-informed-ml-models) section of the readme, the links to: - [Graph Neural Networks (GNNs)](https://github.com/NVIDIA/physicsnemo/blob/main/physicsnemo/models/gnn_layers) - [MeshGraphNet](https://docs.nvidia.com/deeplearning/physicsnemo/physicsnemo-core/examples/cfd/vortex_shedding_mgn/readme.html) - [MeshGraphNet for Lagrangian](https://docs.nvidia.com/deeplearning/physicsnemo/physicsnemo-core/examples/cfd/lagrangian_mgn/readme.html) - [XAeroNet](https://docs.nvidia.com/deeplearning/physicsnemo/physicsnemo-core/examples/cfd/external_aerodynamics/xaeronet/readme.html) - [Correction Diffusion Model](https://docs.nvidia.com/deeplearning/physicsnemo/physicsnemo-core/examples/generative/corrdiff/readme.html) - [DDPM](https://docs.nvidia.com/deeplearning/physicsnemo/physicsnemo-core/examples/generative/diffusion/readme.html) - [PhysicsNeMo GraphCast](https://docs.nvidia.com/deeplearning/physicsnemo/physicsnemo-core/examples/weather/graphcast/readme.html) are broken. <img width="2924" height="660" alt="Image" src="https://github.com/user-attachments/assets/06d29b56-8be0-42c5-9f81-f01ebaa22211" /> <img width="1200" height="334" alt="Image" src="https://github.com/user-attachments/assets/8f3fd9f3-266d-49c5-96fe-99b54ec9571d" />