Sumanshekhar17/Advanced-Scientific-Computing

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Sumanshekhar17/Advanced-Scientific-Computing

Sumanshekhar17

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This repository contain lectures of Machine Learning course

Machine-Learning-Project

This is my first Machine learning project where I have used supervised learning to predict house prices.

Jupyter Notebook

Wave-equation-

This repository consist of Fortran code where I have implemented several Numerical schemes to solve wave equation and checked their accuracy using Global spectral method. I have used parallel programming algorithms too in this code mostly MPI parallel algorithm.

Finite-Element-Analysis

This repository contain class material of Finite Analysis Analysis and python notebook for coding tutorials.

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Mixed-Layer-Plot-using-Xarray

This Python notebook consist a code that is used to calculate the Mixed layer depth in the ocean. It uses the simulation data that was obtained as netCDF file format from Oceananigans solver.

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Computational-Fluid-Dynamics-Examples

This repository consist of CFD related examples

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3rd-year-project

This repository consist of code to simulate lid driven cavity problem on GPU

Mixed-Layer-Plot

This python notebook is used to calculate Mixed layer depth in open ocean convection simulation that was simulated using Oceananigans.

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Numerical-Modeling-using-Julia

This repository consist of several notebook to demonstrate Numerical Methods using Julia

Geophysical-Data-Analysis

This repository consist of some example to get started with python (examples and materials to begin with python is taken from Kristin Thyng's course on python in geosciences) and focus will be on the Geophysical Data Analysis course lectures, taught by Professor John Wilkin and Professor Bob Chant at Rutgers University.

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