This repository holds jupyter notebooks that explains the fundementals of numerical methods. All examples and chapter layouts are similar to that of Steven C. Chapra's book Applied Numerical Methods ...

differentiate_comparison.py: this Python script compares the Hessian matrix of non-linear least squares estimator (taking expectation of Hessian gives the Fisher Information) computed from numerical ...

Simulation modelling is an exploration method that aims to imitate physical systems in a virtual environment and retrieve useful statistical inferences from it. The ability to analyze the model as it ...

Traditional numerical methods rely on discretization ... Researchers from NVIDIA and Caltech have introduced NeuralOperator, a new Python library designed to address these shortcomings. NeuralOperator ...