Spin Hamiltonians in the Modulated Momenta of Light
arXiv:2405.00484 · doi:10.1117/1.AP.7.4.046001
Abstract
Photonic solvers that are able to find the ground states of different spin Hamiltonians can be used to study many interactive physical systems and combinatorial optimization problems. Here, we establish a real-and-momentum space correspondence of spin Hamiltonians by spatial light transport. The real-space spin interaction is determined by modulating the momentum-space flow of light. This principle is formulated as a generalized Plancherel theorem, allowing us to implement a simple optical simulator that can find the ground states for any displacement-dependent spin interactions. Particularly, we use this principle to reveal the exotic magnetic phase diagram from a J1-J2-J3 model, and we also observe the vortex-mediated Berezinskii-Kosterlitz-Thouless dynamics from the XY model. These experiments exhibit high calculation precision by subtly controlling spin interactions from the momentum space of light, offering a promising scheme to explore novel physical effects.
arXiv comment18 pages, 5 figures
References in corpus (26)
- Photonic Floquet Topological Insulators
- Deep Learning with Coherent Nanophotonic Circuits
- All-Optical Machine Learning Using Diffractive Deep Neural Networks
- Experimental realisation of the topological Haldane model
- A Coherent Ising Machine Based On Degenerate Optical Parametric Oscillators
- Large-scale photonic Ising machine by spatial light modulation
- Realizing the Hamiltonian in polariton simulators
- Effect of magnetic frustration on nematicity and superconductivity in Fe chalcogenides
- Experimental evidence of replica symmetry breaking in random lasers
- Optically controlling the emission chirality of microlasers
- Quench dynamics of the 2d XY model
- Phase Diagram of the J1, J2, J3 Heisenberg Models on the Honeycomb Lattice: A Series Expansion Study
- Critical properties of the two-dimensional -state clock model
- Scalable spin-glass optical simulator
- Experimental Observation of Phase Transitions in Spatial Photonic Ising Machine
- Large-scale Ising Emulation with Four-Body Interaction and All-to-All Connection
- Realizing spin-Hamiltonians in nanoscale active photonic lattices
- Low-rank combinatorial optimization and statistical learning by spatial photonic Ising machine
- Antiferromagnetic spatial photonic Ising machine through optoelectronic correlation computing
- Optical computation of a spin glass dynamics with tunable complexity
- Wavelength-division multiplexing optical Ising simulator enabling fully programmable spin couplings and external magnetic fields
- Subleading long-range interactions and violations of finite size scaling
- On-demand Photonic Ising Machine with Simplified Hamiltonian Calculation by Phase encoding and Intensity Detection
- Partial lifting of degeneracy in the Ising antiferromagnet on the kagome lattice
- Laser filamentation as a new phase transition universality class
- Observation of Distinct Phase Transitions in a Nonlinear Optical Ising Machine