AtomTreeSearch embeds a neutral-atom quantum MWIS subroutine inside Monte Carlo Tree Search and matches or exceeds OR-Tools and simulated annealing on TSP instances up to 100 cities.
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quant-ph 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Proves null control is a fifth-order trap for specific four-level quantum systems and reports diverse optimization efficiencies via GRAPE and GPM depending on Hamiltonian structure.
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Quantum-enhanced Monte Carlo Tree Search framework for combinatorial optimization problems
AtomTreeSearch embeds a neutral-atom quantum MWIS subroutine inside Monte Carlo Tree Search and matches or exceeds OR-Tools and simulated annealing on TSP instances up to 100 cities.
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Diverse efficiency of observable optimization for four-level quantum systems with higher-order traps
Proves null control is a fifth-order trap for specific four-level quantum systems and reports diverse optimization efficiencies via GRAPE and GPM depending on Hamiltonian structure.