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

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

# PhysicsNeMo Pull Request ## Description - Added 3D-EDMPrecond wrapper class with 3D version of SongUnet for diffusion models: - `SongUNet3D`: 3D U-Net diffusion backbone extending DDPM++ and NCSN++ to...

### **Pull Request ** **feat(examples): Add CorrDiffSolar for high-resolution solar downscaling** ### **Pull Request 正文 (描述)** Hi PhysicsNeMo Team, This Pull Request introduces a new, comprehensive example for high-resolution solar...

# PhysicsNeMo Pull Request Currently, if you have surface-only or volume-only data, it will fail when loading the scaling factors. This should nsure training sets factors to none if not...

### Version 25.06 ### On which installation method(s) does this occur? Docker ### Describe the issue ## Before Commit [1046](https://github.com/NVIDIA/physicsnemo/pull/1046) Prior data was loaded lazily. I managed the following two...

bug
? - Needs Triage
external

Curator links renamed domino to external aerodynamics, fixing. # PhysicsNeMo Pull Request Closes #1197 ## Description ## Checklist - [ ] I am familiar with the [Contributing Guidelines](https://github.com/NVIDIA/physicsnemo/blob/main/CONTRIBUTING.md). - [...

# PhysicsNeMo Pull Request ## Description This PR improves the docstring for the method `Module.from_checkpoint` with added details regarding the mechanism to infer the class, as well as recommended usage....

### Version main ### On which installation method(s) does this occur? _No response_ ### Describe the issue As @azrael417 noted, the cos zenith implementation in physicsnemo does not account for...

bug
? - Needs Triage
external

### Version 1.2.0 ### On which installation method(s) does this occur? _No response_ ### Describe the issue I defined a module in a training script, providing a name as an...

bug
Documentation
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