---
title: "Lab | Ehsan Mazaheri Tehrani"
description: "Research rebuilt to run in the browser, each lab on its own page."
url: "https://emazaheri.com/lab"
---

# Lab

Research rebuilt to run in the browser, so a claim can be checked rather than taken on trust. Every lab runs client-side; nothing leaves the visitor's browser.

## [Motor-fault classifier](https://emazaheri.com/lab/motor-fault)

Pick a fault, watch its signature appear in the spectrum, and see a 1D CNN call it from the raw current.

## [Inverse PINN flux observer](https://emazaheri.com/lab/flux-observer)

A physics-informed network is trained from scratch in your browser to find a motor's magnet strength from its terminals alone.