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Professorship of Data-driven Materials Modeling

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  1. Semi-supervised_Invertible_Neural_Operators Semi-supervised_Invertible_Neural_Operators Public

    Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems

    Jupyter Notebook 10 1

  2. generative-physics-informed-pde generative-physics-informed-pde Public

    Generative model employing semi-supervised learning and physical constraints for learning a PDE surrogate.

    Python 9

  3. Physics-enhanced_NN_SmallData Physics-enhanced_NN_SmallData Public

    Physics-enhanced Neural Networks in the Small Data Regime

    Python 3

  4. IncorporatingPhysicalConstraints IncorporatingPhysicalConstraints Public

    Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systems

    Jupyter Notebook 2

  5. Probabilistic_Koopman_Learning Probabilistic_Koopman_Learning Public

    Residual Enhanced Probabilistic Koopman-based Representation Learning

    Python 2 1

  6. predictive-cvs predictive-cvs Public

    Predictive collective variable discovery with deep Bayesian models for atomistic systems.

    Python 2 1

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