3 papers
quant-ph2024
Quantum Neural Networks for Solving Power System Transient Simulation Problem
Mohammadreza Soltaninia, Junpeng Zhan
Quantum computing, leveraging principles of quantum mechanics, represents a transformative approach in computational methodologies, offering significant enhancements over tradition…
quant-ph2024
Quantum Global Minimum Finder based on Variational Quantum Search
Mohammadreza Soltaninia, Junpeng Zhan
The search for global minima is a critical challenge across multiple fields including engineering, finance, and artificial intelligence, particularly with non-convex functions that…
quant-ph2023
Comparison of Quantum Simulators for Variational Quantum Search: A Benchmark Study
Mohammadreza Soltaninia, Junpeng Zhan
Simulating quantum circuits using classical computers can accelerate the development and validation of quantum algorithms. Our newly developed algorithm, variational quantum search…