19 citations · 31 across the 8 of their papers we have counts for
4 papers · 1 filter
Quantum Optimisation for Protein-Protein Interaction Network Alignment
Merle Stahl, Robert J. Banks, Matthias Traube +4
Protein-protein interaction (PPI) network alignment combines topological and sequence information to identify conserved modules across species, but global alignment remains challen…
Qudit extension of parameterized IQP circuits: A generative quantum machine learning approach to integer data
Robert J. Banks, Arianna Crippa, Matthias Traube +3
Parameterized Instantaneous Quantum Polynomial (IQP) circuits have proven useful in quantum generative learning models, particularly for binary distributions. However, when applied…
Parity-unfolded distillation architecture for noise-biased platforms
Konstantin Tiurev, Christoph Fleckenstein, Christophe Goeller +6
We introduce the parity-unfolded architecture, a fault-tolerant quantum computing scheme that relies on direct preparation and teleportation of small-angle rotations …
Encoding-Independent Optimization Problem Formulation for Quantum Computing
Federico Dominguez, Josua Unger, Matthias Traube +3
We present an encoding and hardware-independent formulation of optimization problems for quantum computing. Using this generalized approach, we present an extensive library of opti…