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Benchmarking of diffusion models for global field reconstruction from sparse observations
Python 33 8
Latent Diffusion model for ensemble weather forecasting
Python 27 3
An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.
Jupyter Notebook 26 7
A hybirid mechanistic and data-driven (DAE-LSTM) model for estimating the CO2 concentration profile for a carbon capture plant.
Jupyter Notebook 15 3
Using diffusion models to generate 2D airfoil, with an optimization loop via conditional generation.
Jupyter Notebook 10 6
Forked from JustusvLiebig/Soft_Sensor_Experiments
Python 1
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