5 papers
Analyzing Initialization Strategies for the Local Unitary Cluster Jastrow Ansatz within the Quantum-Centric Supercomputing Framework
Grier M. Jones, Maforikan J. Amoussou, Maximilian O. Leach +1
In this study, we analyze the choice of local unitary cluster Jastrow (LUCJ) ansatz initialization and sensitivity of the sample-based quantum diagonalization (SQD) algorithm withi…
Probabilistic Design of Parametrized Quantum Circuits through Local Gate Modifications
Grier M. Jones, Aviraj Newatia, Alexander Lao +3
Within quantum machine learning, parametrized quantum circuits provide flexible quantum models, but their performance is often highly task-dependent, making manual circuit design c…
Parametrized Quantum Circuit Learning for Quantum Chemical Applications
Grier M. Jones, Viki Kumar Prasad, Ulrich Fekl +1
In the field of quantum machine learning (QML), parametrized quantum circuits (PQCs) -- constructed using a combination of fixed and tunable quantum gates -- provide a promising hy…
Analyzing Common Electronic Structure Theory Algorithms for Distributed Quantum Computing
Grier M. Jones, Hans-Arno Jacobsen
To move towards the utility era of quantum computing, many corporations have posed distributed quantum computing (DQC) as a framework for scaling the current generation of devices…
Decentralization in PoS Blockchain Consensus: Quantification and Advancement
Shashank Motepalli, Hans-Arno Jacobsen
Decentralization is a foundational principle of permissionless blockchains, with consensus mechanisms serving a critical role in its realization. This study quantifies the decentra…