662 citations
- ETH ZurichCH37 papers
- IBM (United States)US14 papers
- École Polytechnique Fédérale de LausanneCH9 papers
- University of BaselCH7 papers
- IBM Research - Thomas J. Watson Research CenterUS6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Universidade de Santiago de CompostelaES5 papers
- University of ZurichCH5 papers
- Center for Research in Molecular Medicine and Chronic DiseasesES4 papers
- Chalmers University of TechnologySE4 papers
- Forschungszentrum JülichDE4 papers
- Paul Scherrer InstituteCH4 papers
28 papers · 1 filter
Learning Reduced Representations for Quantum Classifiers
Patrick Odagiu, Vasilis Belis, Lennart Schulze +6
Data sets that are specified by a large number of features are currently outside the area of applicability for quantum machine learning algorithms. An immediate solution to this im…
Neutrino thermalization via randomization on a quantum processor
Oriel Kiss, Ivano Tavernelli, Francesco Tacchino +2
The dynamical evolution of neutrino flavor in supernovae can be modeled by an all-to-all spin Hamiltonian with random couplings. Simulating such two-local Hamiltonian dynamics rema…
Spectral Gaps with Quantum Counting Queries and Oblivious State Preparation
Almudena Carrera Vazquez, Aleksandros Sobczyk
Approximating the -th spectral gap and the corresponding midpoint of an Hermitian matrix with eigenvalues $λ_1\geqλ_2…
Quantum Algorithm for Protein Side-Chain Optimisation: Comparing Quantum to Classical Methods
Anastasia Agathangelou, Dilhan Manawadu, Ivano Tavernelli
Modelling and predicting protein configurations is crucial for advancing drug discovery, enabling the design of treatments for life-threatening diseases. A critical aspect of this…
Gradient Scalability and Taylor Surrogation of Quantum Cost Landscapes
Sabri Meyer, Francesco Scala, Francesco Tacchino +1
Variational Quantum Algorithms are promising candidates for near-term quantum computing, yet they face scalability challenges due to barren plateaus, where gradients vanish exponen…
Mitigating errors in state preparation and measurement with noncomputational states
Conrad J. Haupt, Almudena Carrera Vazquez, Laurin E. Fischer +2
Error mitigation has enabled quantum computing applications with over one hundred qubits and deep circuits. Many error mitigation methods are noise-aware, relying on a faithful cha…