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  1. fusion-integrator-comparison fusion-integrator-comparison Public

    Computational study of numerical integration schemes for nonlinear dynamical systems, comparing Euler, RK4, and Velocity Verlet methods with respect to stability, convergence order, and long-term c…

    Jupyter Notebook

  2. muon-lifetime-estimator muon-lifetime-estimator Public

    Likelihood-based estimation of the muon lifetime from experimental detector data, incorporating truncated event distributions, background contamination, and non-Gaussian uncertainty quantification …

    Jupyter Notebook

  3. heat-equation-numerical-study heat-equation-numerical-study Public

    Exploration of numerical and learned solvers for the 1D heat equation, comparing Forward Euler, Backward Euler, and neural time-stepping operators, with emphasis on stability, spectral behaviour, J…

    Python

  4. mlp-numpy-vs-tensorflow mlp-numpy-vs-tensorflow Public

    Controlled comparison of manual NumPy and TensorFlow implementations of an identical multilayer perceptron on MNIST. Includes full backpropagation derivation, experimental benchmarking pipeline, an…

    TeX