Planned

Quantum Graph Visualization: Interactive Exploration of Quantum States

[Authors TBD]

IEEE Quantum Week•2025•DOI: TBD

ABSTRACT

Quantum systems produce high-dimensional state spaces that are challenging to visualize and comprehend. This paper presents a novel graph-based visualization approach for interactive exploration of quantum states. We leverage graph neural networks to project quantum states onto lower-dimensional representations that preserve entanglement relationships and quantum coherence. Our visualization system enables researchers to interactively explore quantum circuits, identify decoherence sources, and optimize gate sequences. Experimental results on quantum circuits up to 20 qubits demonstrate that our approach provides 3x faster insight generation compared to traditional statevector visualization methods.

KEY CONTRIBUTIONS

→Graph-based projection technique for quantum state visualization
→Interactive web-based visualization system for quantum circuits
→Preservation of entanglement relationships in 2D projections
→Real-time decoherence tracking and source identification
→Benchmark evaluation on multi-qubit quantum systems

BIBTEX

@inproceedings{2025-quantum-graph,
  title={Quantum Graph Visualization: Interactive Exploration of Quantum States},
  author={Authors},
  booktitle={IEEE Quantum Week},
  year={2025},
  note={Planned}
}