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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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```[tasklist] ### Tasks - P0 - [ ] https://github.com/NVIDIA/modulus/issues/639 - [ ] https://github.com/NVIDIA/modulus/issues/633 - [ ] https://github.com/NVIDIA/modulus/issues/632 - [ ] https://github.com/NVIDIA/modulus/issues/614 - [ ] https://github.com/NVIDIA/modulus/issues/613 - [ ] CorrDiff: Generalized...

# Modulus Pull Request ## Description Add the coupled time series data module for fully coupled atmosphere-ocean model. Add training script for fully coupled atmosphere-ocean model. ## Checklist - [x]...

enhancement
3 - Ready for Review

### Version latest ### On which installation method(s) does this occur? _No response_ ### Describe the issue See log output below ### Minimum reproducible example _No response_ ### Relevant log...

bug
? - Needs Triage

### Version 0.7.0 ### On which installation method(s) does this occur? Docker ### Describe the issue Hi, I started a new project with the GraphCast example. I wanted to test...

bug
? - Needs Triage

### Version 0.7.0 ### On which installation method(s) does this occur? Docker ### Describe the issue I am trying to follow the dataset download example from [https://github.com/NVIDIA/modulus/tree/main/examples/weather/dataset_download](https://github.com/NVIDIA/modulus/tree/main/examples/weather/dataset_download) but it fails...

bug
? - Needs Triage

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

# Modulus Pull Request ## Description Add "A diffusion model for a 2d Kármán vortex street about a fixed cylinder" example ## Checklist - [x] I am familiar with the...

external