The Rao Learning Network rathankar.com · The Hub ibphysicswithrao.com · IB Physics prayogashaala.com · Simulations & AI Labs ibhighway.com · AI Toolkit

Home / Lab Notes

Lab Notes 📓

Every build documented — the prompts, the frameworks, the physics, and the honest failures. Learn how the lab actually works.

Simulation stories

Physics builds

Brachistochrone

The Brachistochrone Challenge

Ball drop

Ball Drop Experiment

Mechanics solver

Physics Solver Series: Mechanics Solver

Minkowski diagram

Minkowski's Diagram Explorer

Motional EMF

Motional EMF: The Physics Hiding in Plain Sight

Carnot engine

Why Students Never Truly Understand Carnot's Cycle

Police thief chase

Police–Thief Chase: Physics Simulations

Fields solver

From a Single Formula to a Universe of Analogies: The Fields Solver

Coding with Gemini

My Coding Buddy is an AI: Building a Physics Simulator with Gemini

AI experiments

Honest lessons from the frontier

AI scoring gibberish

My AI Gave a 39/50 Score to Gibberish

Buggy AI code

Tired of Buggy AI-Generated Code? Here's the Solution.

Human vs bot

The Evolution of AI Teachers: From Fact Machines to Thoughtful Mentors

Cloud chamber

Building a Curiosity Engine: The Story of the Image Analyzer

Search optimizer

Google Search Optimizer: The Intent-Based Search Engine

ShopGenie

Stop the Amazon "Lottery": Shop Smarter with ShopGenie

Smartwatch lab

The Invisible Lab on Your Wrist: Smartwatches in 2026

Mathematics

The Collatz chronicles

$Collatz fractals$

Collatz 3: Fractals in the Noise — Turning Math into Art

Collatz 4: The Periodic Table of Numbers

Collatz accelerator

Collatz 8: The Collatz Integer Accelerator