74 citations · 246 across the 43 of their papers we have counts for
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Exploring Non-Linear Programming Formulations in QuantumCircuitOpt for Optimal Circuit Design
Elena R. Henderson, Harsha Nagarajan, Carleton Coffrin
Given the limitations of current hardware, the theoretical gains promised by quantum computing remain unrealized across practical applications. But the gap between theory and hardw…
Multi-market Optimal Energy Storage Arbitrage with Capacity Blocking for Emergency Services
Md Umar Hashmi, Stephen Hardy, Dirk Van Hertem +1
The future power system is increasingly interconnected via both AC and DC interconnectors. These interconnectors establish links between previously decoupled energy markets. In thi…
Learning for Interval Prediction of Electricity Demand: A Cluster-based Bootstrapping Approach
Rohit Dube, Natarajan Gautam, Amarnath Banerjee +1
Accurate predictions of electricity demands are necessary for managing operations in a small aggregation load setting like a Microgrid. Due to low aggregation, the electricity dema…
Optimal Robust Network Design: Formulations and Algorithms for Maximizing Algebraic Connectivity
Neelkamal Somisetty, Harsha Nagarajan, Swaroop Darbha
This paper focuses on designing edge-weighted networks, whose robustness is characterized by maximizing algebraic connectivity, or the second smallest eigenvalue of the Laplacian m…
Strong Partitioning and a Machine Learning Approximation for Accelerating the Global Optimization of Nonconvex QCQPs
Rohit Kannan, Harsha Nagarajan, Deepjyoti Deka
We learn optimal instance-specific heuristics for the global minimization of nonconvex quadratically-constrained quadratic programs (QCQPs). Specifically, we consider partitioning-…