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Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods

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### How would you describe the priority of this documentation request Low (would be nice) ### Is this for new documentation, or an update to existing docs? Update ### Describe...

### Is this a new feature, an improvement, or a change to existing functionality? Improvement ### How would you describe the priority of this feature request Critical (currently preventing usage)...

enhancement
? - Needs Triage

### How would you describe the priority of this documentation request Low (would be nice) ### Is this for new documentation, or an update to existing docs? Update ### Describe...

? - Needs Triage

Following is the error I am getting while downloaded ERA5 data using start_mirror.py in examples/weather/dataset_download. I suspect the temporary nc file downloaded end up being corrupted. Chunk for z 100...

# PhysicsNeMo Pull Request ## Description Update the lower bound of a few packages to address CVEs. ## Checklist - [ ] I am familiar with the [Contributing Guidelines](https://github.com/NVIDIA/physicsnemo/blob/main/CONTRIBUTING.md). -...

### How would you describe the priority of this documentation request Critical (currently preventing usage) ### Is this for new documentation, or an update to existing docs? New ### Describe...

? - Needs Triage

# PhysicsNeMo Pull Request ## Description ### Context PR #954 changed the computation of the `Attention` forward defined in `physicsnemo/models/diffusion/layers.py` such that it is now based on `torch.nn.scaled_dot_product_attention` (instead of...

# PhysicsNeMo Pull Request ## Description ## Checklist - [ ] I am familiar with the [Contributing Guidelines](https://github.com/NVIDIA/physicsnemo/blob/main/CONTRIBUTING.md). - [x] New or existing tests cover these changes. - [x] The...

# PhysicsNeMo Pull Request ## Description Addresses two bugs: - Previously, running `pytest .` from root caused an error in test collection due to path issues in `test_runner.py`. Fixed this,...

# PhysicsNeMo Pull Request ## Description Transient mesh datapipe that support. Also support for vtm files.