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Codes of Numerical Methods in Python

Project Abstract

We developed a comprehensive Python package for Numerical Methods, designed to solve various mathematical and engineering problems efficiently. This package includes implementations of root-finding methods, numerical differentiation and integration, interpolation, linear and non-linear system solvers, and numerical solutions of ODEs and PDEs. It features multiple algorithms such as Newton’s Method, Secant Method, Runge-Kutta Methods. The package is optimized for performance and accuracy, making it a valuable tool for students, researchers, and professionals in applied mathematics and computational science.

Project Supervisor

Dr. R.P. Singh and Dr. Harshita Madduri ( Assistant Professor, Department of Mathematics NIT Kurukshetra )  

Mamta Saini (M.Sc. Mathematics NIT Kurukshetra, ML and DA expert ) 

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Example of FDM to Solve BVP for ODE with Python Code | Full explanation of method and Code

Example of FDM to Solve BVP for ODE with Python Code | Full explanation of method and Code

26:55
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Finite Difference method to Solve BVP for ODE with Python Code | Full explanation of method and Code

Finite Difference method to Solve BVP for ODE with Python Code | Full explanation of method and Code

43:48
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Python Code of Runge Kutta 2nd 4th Order Method | Solution of IVP numerically | #numericalanalysis

Python Code of Runge Kutta 2nd 4th Order Method | Solution of IVP numerically | #numericalanalysis

10:57
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Python Code of Euler's Method | Solution of IVP numerically | #numericalanalysis #msmaths

Python Code of Euler's Method | Solution of IVP numerically | #numericalanalysis #msmaths

06:54
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