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Quantum Boltzmann Machine: Annealed Generative Sampling (2D)

A flat, pannable/zoomable 2D lattice view of a transverse-field Ising annealer: tune coupling, transverse field and temperature, run the anneal, and compare quantum-annealed samples against a classical Boltzmann machine.

Quantum Physics2DAdvanced60 FPS📱 Mobile-adapted⇄ 3D version
2d-ds-topic-78 ↗ Open standalone

A quantum Boltzmann machine draws its training samples not from thermal noise alone but from a physical quantum annealing schedule: a transverse-field term that starts strong enough to put every qubit into superposition, then is dialled down while an Ising coupling is dialled up, freezing the lattice into low-energy configurations. This 2D view renders the same live 6×6 qubit lattice under the same mean-field solution of that schedule as a flat, pannable/zoomable grid — tune the coupling, initial transverse field and temperature, run the anneal and watch spins settle from a quantum-disordered haze into ordered domains, then draw samples and compare their energy distribution against a purely classical Boltzmann machine run with the same coupling and temperature but no quantum fluctuations.

⚙ Under the hood

A flat, pannable/zoomable 2D lattice view of a transverse-field Ising annealer: tune coupling, transverse field and temperature, run the anneal, and compare quantum-annealed samples against a classical Boltzmann machine.

quantum annealingBoltzmann machineIsing modelmean-fieldtransverse fieldquantum computing2D lattice

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

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