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1. alan-turing-institute/autoemulate alan-turing-institute/autoemulate Public

   Emulate simulations easily

   Python 106 24

2. EKF-SINDy EKF-SINDy Public

   Empowering extended Kalman filter (EKF) with Sparse Identification of Nonlinear Dynamics (SINDy)

   Jupyter Notebook 65 10

3. jkneifl/VENI-VINDy-VICI jkneifl/VENI-VINDy-VICI Public

   An interpretable data-driven framework for building generative reduced order models with embedded uncertainty quantification

   Python 35 8

4. MultiFidelity_POD MultiFidelity_POD Public

   Multi-fidelity reduced-order surrogate modeling

   Jupyter Notebook 27 9

5. MultiFidelity_NNs MultiFidelity_NNs Public

   Multi-fidelity regression with neural networks

   Jupyter Notebook 16 4

6. Progressive-Multifidelity-NNs Progressive-Multifidelity-NNs Public

   Progressive multi-fidelity learning for physical system predictions

   Python 2