41 citations · 41 across the 5 of their papers we have counts for
4 papers · 1 filter
Hybrid Quantum Algorithms for Trade Surveillance Analytics
Bimal Mehta, Daniel musgrove, Devanshu Shekhar +8
Anti-money laundering (AML) and trade surveillance remain largely manual: rule-based monitoring raises alerts of which, by estimate, over 95% are false positives, each reviewed by…
Logarithmic-scale variational quantum eigensolver for off-lattice protein structure prediction in continuous torsional angle space
Fabio Cumbo, Bryan Raubenolt, Varun Puram +3
Classical and current quantum approaches to protein structure prediction (QPSP) face limitations, notably massive qubit requirements restricting near-term models to simplistic on-l…
Hybrid Quantum-Classical Machine Learning Algorithms for Multi-Output Time-Series Forecasting at Utility Scale
Mackenson Polché, Varun Puram, Aditi Lal +6
Multi-output time-series forecasting in energy systems is challenging because of nonlinear dynamics, multi-scale seasonality, and strong dependencies across correlated series. In t…
A Comprehensive Review of Quantum Circuit Optimization: Current Trends and Future Directions
Krishnageetha Karuppasamy, Varun Puram, Stevens Johnson +1
Optimizing quantum circuits is critical for enhancing computational speed and mitigating errors caused by quantum noise. Effective optimization must be achieved without compromisin…