MSPC: A State-Based Preservation Framework via Phase Confinement — Conceptual Simulation and Design-Guiding Model
Abstract
This work introduces MSPC (Matsuura-Style Phase Confinement),a state-based preservation framework that suppresses internalrearrangement dynamics rather than modifying external conditionssuch as temperature or atmosphere. Using milk as a stringent multi-component model system, the paperpresents a design-guiding conceptual simulation capturing activeconfinement, residual (seed-like) persistence, and trigger-inducedrelease of internal states. The framework is positioned as anon-thermal, low-power, and implementation-agnostic approach,intended to guide future experimental realization rather thanclaim immediate practical deployment.
Fields of Study & Subjects
Machine Learning in Materials Science
Polymer composites and self-healing
Thermal and Kinetic Analysis
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 3 January 2026
- Document type
- Preprint