Projects in Awesome Lists by smahala02
A curated list of projects in awesome lists by smahala02 .
https://github.com/smahala02/monte-carlo-simulation
A comprehensive tutorial on Monte Carlo Simulation using Python, demonstrating how random sampling and probabilistic models can be used for various real-world applications, including finance, physics, and engineering.
data-science machine-learning monte-carlo-simulation probability python random-sampling
Last synced: 11 Apr 2025
https://github.com/smahala02/calorimtery
A calorimetry lab project involving Python and Excel for computing heat transfer from experimental data.
calorimetry chemistry data-analysis excel jupyter-notebook python thermodynamics
Last synced: 05 Apr 2025
https://github.com/smahala02/materials-science-introduction
Introduction to Materials Science concepts using Python for array manipulation and visualization with NumPy and Matplotlib.
data-visualization materials-science matplotlib numpy python scientific-computing
Last synced: 05 Apr 2025
https://github.com/smahala02/svm-machine-learning
This repository provides an in-depth tutorial and practical implementation of Support Vector Machines (SVM) for classification tasks, using Python and popular data science libraries.
classification data-science machine-learning python scikit-learn svm
Last synced: 15 Mar 2025
https://github.com/smahala02/functional-properties
Physics simulations and analysis of phenomena such as Density of States, Electron Drift, and Frequency Response using Python and Jupyter notebooks. The repository contains code and data to help visualize and analyze key physical principles.
densityofstates electromobility jupyter-notebook python quantum-mechanics simulation
Last synced: 05 Apr 2025
https://github.com/smahala02/heat-and-transfer
A tutorial covering the basics of heat and work transfer in thermodynamics, with interactive examples using Python in a Jupyter Notebook.
engineering heat-transfer physics thermodynamics work-transfer
Last synced: 20 Feb 2025
https://github.com/smahala02/materials-science-image-analysis
Image analysis for materials science with a focus on particle diameter measurement and image scaling using Python.
data-visualization image-analysis materials-science particle-measurement python
Last synced: 20 Feb 2025
https://github.com/smahala02/materials-science-data-analysis
Analysis of diffraction and spectrum data in materials science using Python for data visualization and interpretation.
data-visualization diffraction-analysis materials-science python spectrum-analysis
Last synced: 20 Feb 2025
https://github.com/smahala02/materials-science-materials-modeling
Materials Science modeling repository featuring simulations of pendulum motion and shock absorber systems using Python.
materials-science mechanical-modeling pendulum-simulation python shock-absorber
Last synced: 20 Feb 2025
https://github.com/smahala02/atomistic-simulation
This project demonstrates how atomistic simulations are used to predict and analyze the behavior of atoms and molecules, providing detailed tutorials and simulations in a Jupyter Notebook.
atomistic-simulation computational-chemistry materials-science molecular-dynamics physics python
Last synced: 20 Feb 2025
https://github.com/smahala02/magnetism-lab
This repository contains Python scripts and data for analyzing inductance in toroidal coils to calculate the magnetic permeability of ferrite materials. The project helps classify materials as soft or hard magnets based on experimental data.
data-analysis inductance jupyter-notebook magnetism python toroids
Last synced: 05 Apr 2025