Posts

Training a Hamiltonian Neural Network

Using an NN for Simulating the Phase Space of a Harmonic Oscillator
deep-learning
physics
computational-math
We can use Neural Networks not only for predicting the class of an image, completing sentences, or classifying sentiment of a paragraph of text. We can also use Neural…
Jan 6, 2026
Ritobrata Ghosh

Modelling a Spring System in Hamiltonian Mechanics

Using Euler’s Method for Trajectory Plotting
math
physics
computational-math
Hamiltonian Mechanics provides us with ways to deal with dynamical systems computationally. We can simulate a system of a weighted spring using Hamiltonian mechanics. We can…
Jan 3, 2026
Ritobrata Ghosh

Solving First Order Differential Equations with Julia

Using DifferentialEquations.jl to solve Linear 1st Order DEs
math
julia
computational-math
Image by Pete Linforth from Pixabay
Mar 3, 2025
Ritobrata Ghosh

Non-Linear Dynamics Trajectories with Python

deep-learning
physics
chaos-theory
ai
by Ritobrata Ghosh
Apr 27, 2023
Ritobrata Ghosh

Stuff About Complex Number I Wish Somebody Told Me

Stuff About Complex Number I Wish I Knew Earlier
math
by Rito Ghosh
Jul 6, 2022
Ritobrata Ghosh

A Gentle Introduction to the Hugging Face API

A Hands-On Tutorial
deep-learning
machine-learning
data-science
ai
tutorial
nlp
kaggle
Natural Language Processing is a fast-advancing field. And it is also one of the fields that require a huge amount of computational resources to make important progress. And…
Jun 20, 2021
Ritobrata Ghosh

Creating Any Boolean Function

How to Represent Any Boolean Function with Elementary Logic Gates
nand2tetris
computer-science
electronics
computation
by Ritobrata Ghosh
Jun 13, 2021
Ritobrata Ghosh
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