From continuum neural quantum states to effective lattice models: Fluctuating Wigner molecules in moir'e superlattices

arXiv:2610.08955 · cond-mat.str-el · Submitted 2026-10-06 · Read on arXiv

cond-mat.str-el

Submitted: 2026-10-06

Updated: 2026-10-06

Terminology

• Core — 14× in this paper · explained in 2 episodes
• Antiferromagnetic Correlation — 5× in this paper · explained in 1 episode
• Hubbard Model — 5× in this paper · explained in 3 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Robustness — 2× in this paper · explained in 5 episodes
• Antiferromagnetism — 1× in this paper · explained in 1 episode
• Degeneracy — 1× in this paper · explained in 3 episodes
• Effective Hamiltonian — 1× in this paper · explained in 2 episodes
• Entanglement — 1× in this paper · explained in 3 episodes
• Hilbert Space — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes

Sources

• A Self-Attention Ansatz for Ab-initio Quantum Chemistry
• Is attention all you need to solve the correlated electron problem?
• Predicting magnetism with first-principles AI
• Simulating moir'e quantum matter with neural network
• Emergent Wigner phases in moir'e superlattice from deep learning
• Quantum Wigner molecules in moir'{e} materials
• Spin-orbital magnetism in moir'e Wigner molecules
• Wigner-molecule supercrystal in transition-metal dichalcogenide moir'e superlattices: Lessons from the bottom-up approach
• Crystal-field effects in the formation of Wigner-molecule supercrystals in moir'e TMD superlattices
• Wigner Molecular Crystals from Multi-electron Moir'e Artificial Atoms
• Fluctuation-driven chiral ferromagnetism
• Magnetic-field response of generalized Wigner crystals in twisted MoTe 2

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