“Ignorance more frequently begets confidence than does knowledge: it is those who know little, not those who know much, who so positively assert that this or that problem will never be solved by science.”
by Charles Darwin, The Descent of Man 1871
There are two dynamical properties of a mass (point particle) in which physicists take interest, position and velocity. Phase space is an abstract space where the position of particle acts ...
The QR method is the most-used algorithm to compute all the eigenvalues of a matrix (fulfilling some conditions) due to its robustness. The masterminds behind this algorithm are John G. F. ...
We have already simulated 1d Ising model for two cases 1.Absence of External Field and 2. Presence of External Field using Metropolis algorithm and measured some everage...
We are well familiar with the fact that when we heat metallic bodies they expand. However, elastic substance like rubber band contracts.If a mass is suspended from the rubber band, heating ...
In this notebook we will try to solve the equation ∇2u=0∇2u=0 by using Monte-Carlo methods where del^2(u) is subjected to a specific boundary conditions. As we know from the properties of t...
Let me remind you first- what our goal should be when looking for a numerical solution of a particular first-order ODE. One, of course, given an Initial Value Problem(IVP) you must be able ...
Matrices show up in many places surprisingly. A course in linear algebra and Wachowskis covers this well enough. Due to their simple iterative steps, while manipulating matrices to employ t...
For most first-order differential equations, it is simply not possible to find analytic solutions, since they will not fall into the few classes for which solution techniques are available ...
Leap-Frog algorithm(my personal favourite), which is a modified version of the Verlet algorithm. The Verlet algorithm uses the positions and accelerations at the time tt and the p...