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  • Data Science Institute at UBC
  • Vancouver, Canada

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  1. sequential_PINN sequential_PINN Public

    Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems

    Jupyter Notebook 62 19

  2. digit-classifier digit-classifier Public

    Two neural networks, MLP-NN and CNN, to classify real-word images of digits

    Jupyter Notebook

  3. stochastic_modelling stochastic_modelling Public

    A model for probabilistic modelling of a composite-tool system undergoing processing inside an autoclave

    Jupyter Notebook 1

  4. active_learning active_learning Public

    Active learning for sensor selection in composites processing

    Jupyter Notebook

  5. FEM-heat FEM-heat Public

    Jupyter Notebook 2

  6. gaussian-process gaussian-process Public

    Gaussian Process in Python for 3501-6 Epoxy Material Model

    Jupyter Notebook