qReduMIS hybrid pipeline improves QAOA performance on real financial MIS instances up to 225 assets, achieving higher success probabilities and better scaling on Quantinuum trapped-ion hardware.
Strategies for running the QAOA at hundreds of qubits
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IQPopt is a JAX-based software tool enabling classical optimization of IQP circuits with thousands of qubits via efficient simulation of Pauli-Z expectation values, plus a module for quantum generative model training.
The paper identifies four key hurdles in the transition from NISQ to FASQ quantum computers and argues that targeting them will accelerate progress toward useful quantum advantage.
citing papers explorer
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Quantum-Informed Portfolio Selection: An End-to-End Pipeline Validated on Trapped-Ion Hardware with Real Market Data
qReduMIS hybrid pipeline improves QAOA performance on real financial MIS instances up to 225 assets, achieving higher success probabilities and better scaling on Quantinuum trapped-ion hardware.