---
title: Substrate Physics Translation Simulator
emoji: ⚛️
colorFrom: indigo
colorTo: blue
sdk: static
app_file: index.html
pinned: false
license: cc-by-nc-sa-4.0
---

# Substrate Physics Translation Simulator v0.1

A standalone educational translation simulator that explains core physics concepts through different cognition styles.

## Core principle

Physics stays physics. The explanation route changes so the learner can meet it.

## What this Space demonstrates

Users choose a physics topic, select a cognition / explanation route, tune support preferences, and generate a tailored explanation.

The simulator supports topics such as motion, forces, energy, heat, waves, electricity, light, gravity, and quantum basics.

## Cognition routes

- Visual / map-based
- Concrete examples first
- Technical / math-forward
- Story / metaphor
- Stepwise / literal
- Fast associative / pattern-jump
- Skeptical / red-team
- Lived-context / practical stakes
- Teacher / scaffolded lesson

## Pressure form

S_learning,t = A_translation,t × B_physics,t − P_mismatch,t

Where:

- A_translation = how well the explanation route matches the learner-selected support profile
- B_physics = the stable physics concept substrate
- P_mismatch = cognition-format mismatch pressure

## Boundary statement

This simulator is an educational translation prototype. It is not a clinical, psychological, or educational assessment. It does not diagnose cognition, rank intelligence, replace teachers, replace labs, or replace formal physics instruction. It adapts explanation format while preserving the physics concept and its boundaries.

## Substrate education principle

A learner should not be made to feel stupid because the explanation arrives in the wrong format. The format should adapt while the physics remains honest.