Author

Ananth Kaushik

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Preprint Sep 2026

Two-Stage Quantum-Classical Distribution Network Reconfiguration via Cycle-Edge Encoding

Distribution network reconfiguration (DNR) is a combinatorial optimization problem that seeks a low-loss network topology subject to topological and electrical operating constraints. In this work, we propose a two-stage quantum-classical method for DNR. First, an iterative linear-ramp Quantum Alternating Operator Ansat...

Nowar Alashkar, C. Kennedy, Phillip C. Lotshaw et al. · 0 citations

Open access Oct 2024

Hybrid quantum-classical approach for combinatorial problems at hadron colliders

This work demonstrates that the efficiency for selecting the correct pairing is greatly improved by utilizing quantum algorithms over conventional kinematic methods, and observes that gate-based universal quantum algorithms perform on par with machine learning techniques and either surpass or match the effectiveness of...

Zhong-Tian Dong, Taejoon Kim, K. Kong et al. · Scientific Reports · 4 citations