9 citations · 15 across the 8 of their papers we have counts for
8 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…
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…
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…
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…
Distributed Quantum Computing for Chemical Applications
Grier M. Jones, Hans-Arno Jacobsen
In recent years, interest in quantum computing has increased due to technological advances in quantum hardware and algorithms. Despite the promises of quantum advantage, the applic…
Ksurf: Attention Kalman Filter and Principal Component Analysis for Prediction under Highly Variable Cloud Workloads
Michael Dang'ana, Arno Jacobsen
Cloud platforms have become essential in rapidly deploying application systems online to serve large numbers of users. Resource estimation and workload forecasting are critical in…
How Does Stake Distribution Influence Consensus? Analyzing Blockchain Decentralization
Shashank Motepalli, Hans-Arno Jacobsen
In the PoS blockchain landscape, the challenge of achieving full decentralization is often hindered by a disproportionate concentration of staked tokens among a few validators. Thi…