2 papers
quant-ph2024
Integrating Quantum Computing Resources into Scientific HPC Ecosystems
Thomas Beck, Alessandro Baroni, Ryan Bennink +15
Quantum Computing (QC) offers significant potential to enhance scientific discovery in fields such as quantum chemistry, optimization, and artificial intelligence. Yet QC faces cha…
cs.ET2024
Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment
Samuel T. Bieberich, Michael A. Sandoval
We explored the possible benefits of integrating quantum simulators in a "hybrid" quantum machine learning (QML) workflow that uses both classical and quantum computations in a hig…