Dot Physics on MSN

Python physics lesson 19: Learn how Monte Carlo approximates pi

Explore Python Physics Lesson 19 and learn how the Monte Carlo method can approximate Pi with simple yet powerful simulations. In this lesson, we break down the Monte Carlo technique step by step, ...
Dot Physics on MSN

Python physics lesson 18: Learning numerical integration

Dive into Python Physics Lesson 18 and master numerical integration! In this tutorial, we explain step by step how to use Python to approximate integrals, solve physics problems, and analyze motion ...
GitHub

ReservoirFlow: Reservoir Simulation and Engineering Library in Python

ReservoirFlow is a modern open-source Python library developed by Zakariya Abugrin at Hiesab; a startup company specialized in advanced analytics, computing, and automation founded in 2024 with a ...
IEEE

Bayesian Neural Networks via MCMC: A Python-Based Tutorial

Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...