6 papers · 1 filter
A Cyclic Layerwise QAOA Training
Enhyeok Jang, Zihan Chen, Dongho Ha +6
The quantum approximate optimization algorithm (QAOA) is a hybrid quantum-classical algorithm for solving combinatorial optimization problems. Multi-angle QAOA (MA-QAOA), which ass…
Plutarch: Toward Scalable Operational Parallelism on Racetrack-Shaped Trapped-Ion Processors
Enhyeok Jang, Hyungseok Kim, Yongju Lee +3
A recent advancement in quantum computing shows a quantum advantage of certified randomness on the racetrack processor. This work investigates the execution efficiency of this arch…
Mantra: Rewriting Quantum Programs to Minimize Trap-Movements for Zoned Rydberg Atom Arrays
Enhyeok Jang, Youngmin Kim, Hyungseok Kim +3
A zoned neutral atom architecture achieves exceptional fidelity by segregating the execution spaces of 1- and 2-qubit gates, being a promising candidate for high-accuracy quantum s…
PIMutation: Exploring the Potential of PIM Architecture for Quantum Circuit Simulation
Dongin Lee, Enhyeok Jang, Seungwoo Choi +3
Quantum circuit simulations are essential for the verification of quantum algorithms on behalf of real quantum devices. However, the memory requirements for such simulations grow e…
Balancing Thermal Relaxation Deviations of Near-Future Quantum Computing Results via Bit-Inverted Programs
Enhyeok Jang, Youngmin Kim, Jeewoo Seo +2
One of the predominant causes of program distortion in the real quantum computing system may be attributed to the probability deviation caused by thermal relaxation. We introduce B…
Distribution-Adaptive Dynamic Shot Optimization for Variational Quantum Algorithms
Youngmin Kim, Enhyeok Jang, Hyungseok Kim +6
Variational quantum algorithms (VQAs) have attracted remarkable interest over the past few years because of their potential computational advantages on near-term quantum devices. T…