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.