Free-energy transition in a gas of non-interacting nonlinear wave-particles
Andrea Fratalocchi, Claudio Conti, Giancarlo Ruocco, Stefano Trillo

TL;DR
This paper studies phase transitions in a gas of non-interacting soliton waves, revealing that collective behavior leads to a first order phase transition characterized by shock wave formation, using exact nonlinear solutions and chaos-based statistical mechanics.
Contribution
It demonstrates that even non-interacting wave particles can exhibit critical phenomena and phase transitions through collective dynamics analyzed via exact solutions and chaos-based statistical mechanics.
Findings
Identification of a free energy metamorphosis with increasing excitation
Observation of shock wave formation as a phase transition signature
Evidence that independent degrees of freedom can sustain critical phenomena
Abstract
We investigate the dynamics of a gas of non-interacting particle-like soliton waves, demonstrating that phase transitions originate from their collective behavior. This is predicted by solving exactly the nonlinear equations and by employing methods of the statistical mechanics of chaos. In particular, we show that a suitable free energy undergoes a metamorphosis as the input excitation is increased, thereby developing a first order phase transition whose measurable manifestation is the formation of shock waves. This demonstrates that even the simplest phase-space dynamics, involving independent (uncoupled) degrees of freedom, can sustain critical phenomena.
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.
