Computational Physics with Python

Learn numerical methods and simulations for solving complex physics problems using Python programming.

10 concepts0 lessons available
Content availability0%

Course Outline

1

Introduction to Python for Scientific Computing

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2

Basic Data Structures and Algorithms in Python

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3

Numerical Integration Techniques: Trapezoidal and Simpson's Rule

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4

Solving Ordinary Differential Equations (ODEs) with Python

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5

Monte Carlo Methods for Statistical Physics

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6

Fourier Transforms and Signal Processing

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7

Simulation of Classical Mechanics: N-body Problem

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8

Introduction to Quantum Mechanics Simulations

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9

Data Visualization Techniques with Matplotlib and Seaborn

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10

Introduction to Machine Learning in Physics

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