3 papers
quant-ph2026
Classical Regularization in Variational Quantum Eigensolvers
Yury Chernyak, Ijaz Ahamed Mohammad, Martin Plesch
While quantum computers are a very promising tool for the far future, in their current state of the art they remain limited both in size and quality. This has given rise to hybrid…
quant-ph2025
HOPSO: A Robust Classical Optimizer for VQE
Ijaz Ahamed Mohammad, Yury Chernyak, Martin Plesch
Variational Quantum Eigensolver (VQE) algorithm is one of few approaches where the hope for near-term quantum advantage concentrates. However, they face challenges connected with m…
cs.NE2024
Harmonic Oscillator based Particle Swarm Optimization
Yury Chernyak, Ijaz Ahamed Mohammad, Nikolas Masnicak +2
Numerical optimization techniques are widely used in a broad area of science and technology, from finding the minimal energy of systems in Physics or Chemistry to finding optimal r…