Hi @Mohamedelrefaie 🤗
Niels here from the open-source team at Hugging Face. I discovered your work through Hugging Face's daily papers as yours was recently featured: https://huggingface.co/papers/2605.07098.
The paper page lets people discuss your paper and lets them find artifacts related to it (your models or datasets, for instance). You can also claim the paper as yours, which will show up on your public profile at HF, and add your GitHub and project page URLs.
It'd be great to make the CrashSolver checkpoints and the CarCrashNet dataset available on the 🤗 hub to improve their discoverability and visibility within the scientific machine learning community. We are seeing more and more physics-based and structural simulation datasets being hosted on the Hub!
Uploading models
See here for a guide: https://huggingface.co/docs/hub/models-uploading.
For neural solvers like CrashSolver, you can leverage the PyTorchModelHubMixin class, which adds from_pretrained and push_to_hub to any custom nn.Module. This allows researchers to download and use your model with just one line of code.
Uploading dataset
Would be awesome to make the CarCrashNet dataset available on 🤗, so that people can do:
from datasets import load_dataset
dataset = load_dataset("your-hf-org-or-username/CarCrashNet")See here for a guide: https://huggingface.co/docs/datasets/loading.
Besides that, there's the dataset viewer which allows people to quickly explore the simulation metadata and parameters directly in the browser.
I noticed the GitHub link in the paper currently returns a 404; if you are still preparing the release, we'd love to help you set things up on the Hub!
Let me know if you're interested or need any guidance :)
Best regards,
Niels
ML Engineer @ HF 🤗
Hi @Mohamedelrefaie 🤗
Niels here from the open-source team at Hugging Face. I discovered your work through Hugging Face's daily papers as yours was recently featured: https://huggingface.co/papers/2605.07098.
The paper page lets people discuss your paper and lets them find artifacts related to it (your models or datasets, for instance). You can also claim the paper as yours, which will show up on your public profile at HF, and add your GitHub and project page URLs.
It'd be great to make the CrashSolver checkpoints and the CarCrashNet dataset available on the 🤗 hub to improve their discoverability and visibility within the scientific machine learning community. We are seeing more and more physics-based and structural simulation datasets being hosted on the Hub!
Uploading models
See here for a guide: https://huggingface.co/docs/hub/models-uploading.
For neural solvers like CrashSolver, you can leverage the PyTorchModelHubMixin class, which adds
from_pretrainedandpush_to_hubto any customnn.Module. This allows researchers to download and use your model with just one line of code.Uploading dataset
Would be awesome to make the CarCrashNet dataset available on 🤗, so that people can do:
See here for a guide: https://huggingface.co/docs/datasets/loading.
Besides that, there's the dataset viewer which allows people to quickly explore the simulation metadata and parameters directly in the browser.
I noticed the GitHub link in the paper currently returns a 404; if you are still preparing the release, we'd love to help you set things up on the Hub!
Let me know if you're interested or need any guidance :)
Best regards,
Niels
ML Engineer @ HF 🤗