Paul Griffin

Singapore Management University — Singapore

Computer Science · Physical Sciences

14h-index604citations51works4.22yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(12), Quantum Information and Cryptography(8), American Constitutional Law and Politics(8), solar cell performance optimization(7), Semiconductor Quantum Structures and Devices(6)

Publications51 total

Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions
2025· 1 citedOpen Access
Hybrid Quantum Neural Networks with Amplitude Encoding: Advancing Recovery Rate Predictions
arXiv (Cornell University)·2025Open Access
Quantum technologies in decentralization
Elsevier eBooks·2025
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine Learning
arXiv (Cornell University)·2024Open Access
Exponential qubit reduction in optimization for financial transaction settlement
EPJ Quantum Technology·2024· 5 citedOpen Access
Quantum Machine Learning for Credit Scoring
Mathematics·2024· 19 citedOpen Access
QuantumEyes: Towards Better Interpretability of Quantum Circuits
IEEE Transactions on Visualization and Computer Graphics·2023· 8 cited
QuantumEyes: Towards Better Interpretability of Quantum Circuits
arXiv (Cornell University)·2023· 1 citedOpen Access
Quantum Machine Learning for Credit Scoring
arXiv (Cornell University)·2023· 2 citedOpen Access
Exponential Qubit Reduction in Optimization for Financial Transaction Settlement
arXiv (Cornell University)·2023Open Access
A Quantum Photonic Chip for Binary Classification
2023
Review of some existing QML frameworks and novel hybrid classical–quantum neural networks realising binary classification for the noisy datasets
Scientific Reports·2022· 52 citedOpen Access
Binary classifiers for noisy datasets: a comparative study of existing quantum machine learning frameworks and some new approaches
Research Square (Research Square)·2022· 9 citedOpen Access
Revisiting Red Clydeside
Liverpool University Press eBooks·2021
Quantum Computing for Supply Chain Finance
2021· 22 cited
Quantum Computing: Computational Excellence for Society 5.0
2021· 6 cited
Can we classify cashless payment solution implementations at the country level?
Electronic Commerce Research and Applications·2021· 46 cited
A Decision Framework for Decentralized Control of Distributed Processes
IGI Global eBooks·2020· 1 cited
Smart contracts: will Fintech be the catalyst for the next global financial crisis?
Journal of Financial Regulation and Compliance·2020· 28 cited
Quantum Consensus
2019· 4 cited
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Frequent Co-authors

K.W.J. Barnham(9), Jenny Nelson(7), A. Zachariou(5), Chris Button(5), Ian Ballard(4), J.P. Connolly(4), M.A. Pate(4), Nikolaos Schetakis(4), Davit Aghamalyan(4), J. Barnes(3), Guido Haarpaintner(3), M. Hopkinson(3), J.S. Roberts(3), Michael Boguslavsky(3), E. S. M. Tsui(2), G. Hill(2), Robert J. Kauffman(2), M. Mazzer(2), E. Grünbaum(2), Carsten Rohr(2)