research blog

A collection of blogposts about interesting ideas and works

Diffusion Models as Generative Particle Dynamics

A minimal way to think about diffusion models through denoising and particle motion.

21 min read · May 24, 2026

2026 · machine learning generative models diffusion tutorial dynamics · tutorial
The Stochastic Lorenz System: Chaos Meets Randomness

How stochastic noise changes the Lorenz attractor.

20 min read · February 21, 2026

2026 · mathematics stochastic-calculus visualization python code tutorial · tutorial
An Introduction to Stochastic Calculus and Itô's Lemma

Understanding the mathematical foundations behind diffusion models.

42 min read · January 11, 2026

2026 · mathematics stochastic-calculus diffusion python code tutorial · tutorial
Welcome to My Blog

Finally activating the blog after years of having this website.

1 min read · January 1, 2026

2026 · welcome · general