QFlow-SD matches canonical UCCSD energies for tested molecules while using substantially fewer qubits via reduced active spaces and constant-depth circuits, with a composite classical-quantum downfolding strategy demonstrated for water.
(eds.) Reducibil- ity among Combinatorial Problems, pp
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RKO with tailored decoders yields competitive or superior solutions to commercial MIP solvers on constrained portfolio optimization and time-dependent TSP benchmarks.
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Quantum Flow algorithm: quantum simulations of chemical systems using reduced quantum resources and constant depth quantum circuits
QFlow-SD matches canonical UCCSD energies for tested molecules while using substantially fewer qubits via reduced active spaces and constant-depth circuits, with a composite classical-quantum downfolding strategy demonstrated for water.
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Applying a Random-Key Optimizer on Mixed Integer Programs
RKO with tailored decoders yields competitive or superior solutions to commercial MIP solvers on constrained portfolio optimization and time-dependent TSP benchmarks.