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NVIDIA / modulus

Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
https://developer.nvidia.com/modulus
Apache License 2.0
947 stars 222 forks source link

A pull request for adding diffusion model for fluid data super-resolution (dfsr) #398

Closed dlshu closed 5 months ago

dlshu commented 6 months ago

Modulus Pull Request

Description

This is a pull request for adding the diffusion model for fluid data super-resolution for modulus. More details on the added or modified files have been added to the CHANGELOG - Dule Shu

Checklist

Dependencies

mnabian commented 6 months ago

@dlshu please add unit tests for your loss functions and preconditioners.

mnabian commented 5 months ago

/blossom-ci

mnabian commented 5 months ago

@dlshu formatting test failed. Please black format your code according to the instructions here: https://github.com/NVIDIA/modulus/blob/main/CONTRIBUTING.md

mnabian commented 5 months ago

/blossom-ci

mnabian commented 5 months ago

Thanks @ktangsali! Will make a note of these comments and fix in a separate PR.

mnabian commented 5 months ago

/blossom-ci

mnabian commented 5 months ago

/blossom-ci

mnabian commented 5 months ago

/blossom-ci

mnabian commented 5 months ago

/blossom-ci

mnabian commented 5 months ago

/blossom-ci

mnabian commented 5 months ago

/blossom-ci

mnabian commented 5 months ago

/blossom-ci