225 citations
- Princeton UniversityUS10 papers
- University of OxfordGB5 papers
- University of Southern CaliforniaUS5 papers
- Sandia National Laboratories CaliforniaUS3 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di CataniaIT2 papers
- Massachusetts Institute of TechnologyUS2 papers
- University of California, BerkeleyUS2 papers
- University of CataniaIT2 papers
- University of PalermoIT2 papers
- University of SurreyGB2 papers
- Aix-Marseille UniversitéFR1 paper
- ARC Centre of Excellence for Engineered Quantum SystemsAU1 paper
24 papers
Detection of noise correlations in two qubit systems by Machine Learning
Dario Fasone, Shreyasi Mukherjee, Dario Penna +5
We introduce and validate a machine-learning assisted quantum sensing protocol to classify spatial and temporal correlations of classical noise affecting two ultrastrongly coupled…
Bringing Quantum Systems under Control: A Tutorial Invitation to Quantum Computing and Its Relation to Bilinear Control Systems
Julian Berberich, Robert L. Kosut, Thomas Schulte-Herbrüggen
Quantum computing comes with the potential to push computational boundaries in various domains including, e.g., cryptography, simulation, optimization, and machine learning. Exploi…
Noise Classification in Three-Level Quantum Networks by Machine Learning
Shreyasi Mukherjee, Dario Penna, Fabio Cirinnà +4
We investigate a machine learning based classification of noise acting on a small quantum network with the aim of detecting spatial or multilevel correlations, and the interplay wi…
Hamiltonian Switching Control of Noisy Bipartite Qubit Systems
Zhibo Yang, Robert L. Kosut, K. Birgitta Whaley
We develop a Hamiltonian switching ansatz for bipartite control that is inspired by the Quantum Approximate Optimization Algorithm (QAOA), to mitigate environmental noise on qubits…
From pulses to circuits and back again: A quantum optimal control perspective on variational quantum algorithms
Alicia B. Magann, Christian Arenz, Matthew D. Grace +5
The last decade has witnessed remarkable progress in the development of quantum technologies. Although fault-tolerant devices likely remain years away, the noisy intermediate-scale…
Quantum System Compression: A Hamiltonian Guided Walk Through Hilbert Space
Robert L. Kosut, Tak-San Ho, Herschel Rabitz
We present a systematic study of quantum system compression for the evolution of generic many-body problems. The necessary numerical simulations of such systems are seriously hinde…