The Geometry of Reduction: Model Embedding, Compound Reduction, and Overlapping State Space Domains
Joshua Rosaler

TL;DR
This paper proposes a geometric approach to theory reduction in physics, illustrating how different models relate and can be composed, with implications for unifying fundamental theories like the Standard Model and general relativity.
Contribution
It introduces a geometric framework for understanding reductions between models, including conditions for composing reductions and ensuring consistency across different intermediate descriptions.
Findings
Demonstrates reduction of classical to relativistic quantum models.
Shows how composite reductions can be chained and composed.
Provides formal constraints for consistent model reductions.
Abstract
The relationship according to which one physical theory encompasses the domain of empirical validity of another is widely known as "reduction." Here it is argued that one popular methodology for showing that one theory reduces to another, associated with the so-called "Bronstein cube" of physical theories, rests on an over-simplified characterization of the type of mathematical relationship between theories that typically underpins reduction. An alternative methodology, based on a certain simple geometrical relationship between dis- tinct state space models of the same physical system, is then described and illustrated with examples. Within this approach, it is shown how and under what conditions inter-model reductions involving distinct model pairs can be composed or chained together to yield a direct reduction between theoretically remote descriptions of the same system. Building on…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
