graph classification 1Hilbert-space representations 1quantum encoding 1quantum learning 1topological data analysis 1
From the 1 of 2 linked papers with an AI index.
2 papers
quant-ph2026
Quantum Topological Data Encoding
Adam WesoÅowski, Dimitrios Thanos, Daniel Leykam +1
The paper proposes a quantum topological data encoding (QTDE) framework that maps topological features of datasets into quantum states via topology‑driven quantum evolution, and sh…
quant-ph2025
Resource-Efficient Hybrid Quantum-Classical Simulation Algorithm
Chong Hian Chee, Daniel Leykam, Adrian M. Mak +2
Digital quantum computers promise exponential speedups in performing quantum time-evolution, providing an opportunity to simulate quantum dynamics of complex systems in physics and…