Author

Akib Karim

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Preprint Jul 2026

Energy Accuracy Is Not Enough: A Structure-Aware Benchmark and Evaluation Protocol for Quantum Architecture Search

HamQASBench is introduced, a structure-aware benchmark comprising eleven molecular Hamiltonians of up to fourteen qubits, selected using Hamiltonian and target-state properties and supplied with exact references, that combines energy accuracy and success rates with reference-relative circuit cost, local entropy profile...

Jia-Yang Niu, Akib Karim, Yan Wang et al. · 0 citations

#quantum computing Preprint Jul 2026

HamQASBench: A Hamiltonian-Informed Diagnostic Benchmark for Evaluating Quantum Architecture Search

Quantum Architecture Search (QAS) automates the design of parameterized quantum circuits for variational quantum algorithms, yet existing benchmarks organize instances by molecular identity or qubit count -- criteria agnostic to Hamiltonian structure -- and rely solely on energy accuracy, which cannot detect structural...

Jiayang Niu, Akib Karim, Yan Wang et al. · 1 citation