90 citations · 719 across the 40 of their papers we have counts for
5 papers · 1 filter
Scalar Quantum Field Theories as a Benchmark for Near-Term Quantum Computers
Kubra Yeter-Aydeniz, Eugene F. Dumitrescu, Alex J. McCaskey +3
Quantum field theory (QFT) simulations are a potentially important application for noisy intermediate scale quantum (NISQ) computers. The ability of a quantum computer to emulate a…
Generative model benchmarks for superconducting qubits
Kathleen E. Hamilton, Eugene F. Dumitrescu, Raphael C. Pooser
In this work we experimentally demonstrate how generative model training can be used as a benchmark for small ( qubits) quantum devices. Performance is quantified using three d…
Validating Quantum-Classical Programming Models with Tensor Network Simulations
Alexander McCaskey, Eugene Dumitrescu, Mengsu Chen +2
The exploration of hybrid quantum-classical algorithms and programming models on noisy near-term quantum hardware has begun. As hybrid programs scale towards classical intractabili…
Benchmarking treewidth as a practical component of tensor-network--based quantum simulation
Eugene F. Dumitrescu, Allison L. Fisher, Timothy D. Goodrich +3
Tensor networks are powerful factorization techniques which reduce resource requirements for numerically simulating principal quantum many-body systems and algorithms. The computat…
Hybrid Programming for Near-term Quantum Computing Systems
Alexander McCaskey, Eugene Dumitrescu, Dmitry Liakh +1
Recent computations involving quantum processing units (QPUs) have demonstrated a series of challenges inherent to hybrid classical-quantum programming, compilation, execution, and…