3 papers
quant-ph2024
Reforming Quantum Microgrid Formation
Chaofan Lin, Peng Zhang, Mikhail A. Bragin +1
This letter introduces a novel compact and lossless quantum microgrid formation (qMGF) approach to achieve efficient operational optimization of the power system and improvement of…
eess.SY2023
Novel Quality Measure and Efficient Resolution of Convex Hull Pricing for Unit Commitment
Mikhail A. Bragin, Farhan Hyder, Bing Yan +5
Electricity prices determined by economic dispatch that do not consider fixed costs may lead to significant uplift payments. However, when fixed costs are included, prices become n…
cs.NE2023
Surrogate Lagrangian Relaxation: A Path To Retrain-free Deep Neural Network Pruning
Shanglin Zhou, Mikhail A. Bragin, Lynn Pepin +3
Network pruning is a widely used technique to reduce computation cost and model size for deep neural networks. However, the typical three-stage pipeline significantly increases the…