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Published on: May 27, 2020
Hamiltonian description of non-reciprocal interactions
Yu-Bo Shi1,2, Roderich Moessner3, Ricard Alert1,4,5,6,7,8
1Max Planck Institute for the Physics of Complex Systems, Dresden, Germany.
Researchers developed a new Hamiltonian method to simulate non-reciprocal systems, like bird flocks. This approach enables the study of systems lacking conventional energy functions, expanding the reach of statistical mechanics.
Area of Science:
- Statistical mechanics
- Non-reciprocal systems
- Hamiltonian dynamics
Background:
- Many physical systems, such as sedimenting particles and bird flocks, exhibit non-reciprocal interactions.
- These interactions do not stem from a potential and violate the action-reaction principle, precluding conventional energy function definitions.
- This limitation hinders the application of standard analytical and numerical tools in these systems.
Purpose of the Study:
- To overcome the limitations of analyzing non-reciprocal systems.
- To develop a method for defining Hamiltonian dynamics and statistical mechanics for systems without conventional energy functions.
- To enable the simulation and analysis of complex non-reciprocal phenomena.
Main Methods:
- Constructed a Hamiltonian incorporating auxiliary degrees of freedom.
- Applied a constraint to this Hamiltonian to generate the original non-reciprocal dynamics.
- Utilized Monte Carlo simulations based on the constrained Hamiltonian.
- Employed Hamiltonian engineering techniques, including periodic (Floquet) drives.
Main Results:
- The constrained Hamiltonian successfully reproduced both stationary and non-stationary states of the original Langevin dynamics.
- Demonstrated the method's efficacy using dissipative XY spins with vision-cone interactions.
- Showcased the ability to tune spin interactions between different lattice geometries (square and chain) by varying the amplitude of a Floquet drive.
- Validated the extension of statistical mechanics and Hamiltonian dynamics to non-reciprocal systems.
Conclusions:
- The proposed Hamiltonian construction provides a viable framework for studying non-reciprocal systems.
- This method extends the applicability of Hamiltonian dynamics and statistical mechanics beyond potential-based interactions.
- The approach opens new avenues for research in diverse fields involving non-reciprocal phenomena.
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