Comparing Custom and Library Implementations of the First Order Fast Marching Method for Varying…Calculating accurate travel times across spatially varying speed fields is crucial in applications like seismic imaging, oceanography…12h ago12h ago
Solving a Simple System of First-Order Differential Equations with PythonIn this post, we’ll look at how to solve a basic system of first-order ordinary differential equations (ODEs) using Python’s SciPy library…1d ago1d ago
Numerical Solutions for One-Dimensional Ordinary Differential Equations (ODEs): Exploring Simple…Ordinary Differential Equations (ODEs) form the backbone of many scientific and engineering disciplines. Typically, they describe the…2d ago2d ago
Fast Marching with Higher Order DerivativesThis post is a short one and follows Escaping the maze: the Eikonal Equation unveiled, A numerical solution to the 1D eikonal equation and…2d ago2d ago
Two-dimensional Fast MarchingThe present post follows a series of posts: Escaping the maze: the Eikonal Equation unveiled, A numerical solution to the 1D eikonal…2d ago2d ago
The Godunov scheme for the solution of the two-dimensional eikonal equation and the Fast Sweeping…The present post follows A numerical solution to the 1D eikonal equation and a Python implementation, extends its contents and deals with…2d ago2d ago
A numerical solution to the 1D eikonal equation and a Python implementationThis post follows Escaping the maze: the Eikonal Equation unveiled where the iconal equation was introduced as a form of dynamic…2d ago2d ago
Escaping the maze: the Eikonal Equation unveiledHave you ever been stuck in a maze, desperately searching for the quickest way out? Well, fear not, because the Eikonal Equation might just…2d ago2d ago
Solving the Multi-Armed Bandit Problem Using Neural Networks in TensorFlowThe multi-armed bandit problem is a classic reinforcement learning challenge. It involves a set of slot machines (or “bandits”), each with…Oct 27Oct 27
Solving the Taxi Problem Using OpenAI Gym and Reinforcement LearningIn this post, we will explore the Taxi-v3 environment from OpenAI Gym and use a simple Q-learning algorithm to solve it. The Taxi problem…Oct 17Oct 17