๐Ÿง  Research Publications

Access our groundbreaking peer-reviewed papers and preprints that define the future of quantum optimization and computational research.

Research Categories

Quantum ML

Cryptography

Hardware

Applications

Featured Publications

Quantum Annealing for Combinatorial Optimization in Logistics

J. Smith, A. Johnson, R. Taylor โ€ข April 2025 โ€ข Applications

This paper proposes a novel hybrid quantum-classical architecture for optimizing vehicle routing problems with real-world constraints...

Quantum Machine Learning for Molecular Energy Estimation

L. Williams, E. Chen โ€ข March 2025 โ€ข Quantum ML

We introduce Q-Variational Autoencoders for more accurate prediction of molecular ground-state energies with 95%+ precision on benchmark datasets...

Recent Papers

Preprints & Working Papers

arXiv:25q01.00123

Quantum Neural Networks for High-Dimensional Optimization

An initial framework for integrating parameterized quantum circuits with classical neural networks...

arXiv:25q01.00124

Quantum-Enhanced Reinforcement Learning for Autonomous Vehicles

This preprint explores the use of quantum reinforcement learning algorithms to optimize vehicle swarm coordination patterns...