320 citations · 3.3k across the 107 of their papers we have counts for
7 papers · 2 filters
Quantum circuit fidelity estimation using machine learning
Avi Vadali, Rutuja Kshirsagar, Prasanth Shyamsundar +1
The computational power of real-world quantum computers is limited by errors. When using quantum computers to perform algorithms which cannot be efficiently simulated classically,…
Some aspects of noise in binary classification with quantum circuits
Yonghoon Lee, Doga Murat Kurkcuoglu, Gabriel Nathan Perdue
We formally study the effects of a restricted single-qubit noise model inspired by real quantum hardware, and corruption in quantum training data, on the performance of binary clas…
Snowmass Computational Frontier: Topical Group Report on Quantum Computing
Travis S. Humble, Gabriel N. Perdue, Martin J. Savage
Quantum computing will play a pivotal role in the High Energy Physics (HEP) science program over the early parts of the 21 Century, both as a major expansion of our capabili…
Neural network accelerator for quantum control
David Xu, A. Barış Özgüler, Giuseppe Di Guglielmo +4
Efficient quantum control is necessary for practical quantum computing implementations with current technologies. Conventional algorithms for determining optimal control parameters…
Quantum computing hardware for HEP algorithms and sensing
M. Sohaib Alam, Sergey Belomestnykh, Nicholas Bornman +37
Quantum information science harnesses the principles of quantum mechanics to realize computational algorithms with complexities vastly intractable by current computer platforms. Ty…
Fermionic approach to variational quantum simulation of Kitaev spin models
Ammar Jahin, Andy C. Y. Li, Thomas Iadecola +5
We use the variational quantum eigensolver (VQE) to simulate Kitaev spin models with and without integrability breaking perturbations, focusing in particular on the honeycomb and s…