A Thermodynamically Universal Turing Machine
Jihai Zhu

TL;DR
This paper introduces the concept of a thermodynamically universal Turing machine (TUTM) that can simulate any Turing machine's behavior and heat production, linking computation with physical thermodynamics.
Contribution
It formally demonstrates the existence of a TUTM that can replicate both computational and thermodynamic aspects of any Turing machine, extending universality to physical properties.
Findings
TUTM can simulate any Turing machine's input-output behavior.
TUTM can replicate heat production up to an additive constant.
Supports the hypothesis that physical processes can be modeled by Turing machines.
Abstract
Expanding upon the widely recognized notion of mathematical universality in Turing machines, a concept of thermodynamic universality in Turing machines is introduced. Under the physical Church-Turing thesis, the existence of a thermodynamically universal Turing machine (TUTM) is demonstrated. A TUTM not only has the capability to simulate the input-output behavior of any given Turing machine but also replicate the heat production of that machine up to an additive constant. The finding shows that the hypothesis that the physical world is simulated by Turing machines may not be completely absurd.
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.
Taxonomy
TopicsAdvanced Thermodynamics and Statistical Mechanics · Computability, Logic, AI Algorithms · Quantum Computing Algorithms and Architecture
