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  1. Semisupervised-VAE-for-Regression-Application-on-Soft-Sensor Semisupervised-VAE-for-Regression-Application-on-Soft-Sensor Public

    An semi-supervised extension based on VAE for Regression, demonstrate its performance on two soft sensor benchmark problems.

    Jupyter Notebook 12 7

  2. CO2-Soft-sensor-for-a-carbon-capture-pilot-plant CO2-Soft-sensor-for-a-carbon-capture-pilot-plant Public

    A hybirid mechanistic and data-driven (DAE-LSTM) model for estimating the CO2 concentration profile for a carbon capture plant.

    Jupyter Notebook 11 3

  3. DiffusionReconstruct DiffusionReconstruct Public

    Benchmarking of diffusion models for global field reconstruction from sparse observations

    Python 10

  4. Soft_Sensor_Experiments Soft_Sensor_Experiments Public

    Forked from JustusvLiebig/Soft_Sensor_Experiments

    Python 1

  5. Diffusion-based-2DAirfoil-Generation Diffusion-based-2DAirfoil-Generation Public

    Using diffusion models to generate 2D airfoil, with an optimization loop via conditional generation.

    Jupyter Notebook 1 1

  6. DEXPI2graphML DEXPI2graphML Public

    Forked from TUDoAD/DEXPI2graphML

    Tool to convert DEXPI-P&ID-Flowsheets into GraphML-graphs!

    Python