Theoretical framework demonstrates phase transitions in dissipative systems, revealing hysteresis and statistical weight dynamics.
This paper introduces a contact-geometric framework for dissipative field theories with two main theorems: a Least Constraint Theorem for complex fields and a theorem linking contact geometry to probability measures. Applying this to the 2D Complex Ginzburg-Landau Equation (CGLE), we derive its dissipative contact dynamics, resulting in a Contact Hamilton-Jacobi (CHJ) equation. The theory yields exact travelling-wave solutions and shows a continuous parametric transition from periodic cnoidal waves to localised solitons. Importantly, the geometric probability functional reveals a first-order statistical phase transition, marked by a sharp switch and hysteresis in the probability landscape. Geometrically, probability results from projecting high-dimensional contact information onto the configuration space, where the statistical weight is encoded in the action functional. While demonstrated for CGLE, the principles provide a fundamental framework for analysing pattern selection and phase transitions in nonlinear dissipative systems.
No takes yet. Share an insight, caveat, or question.
Deyu Zhong (2025) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: