Quantum Computing

Publications by the Focus Group

2024

Finžgar, Jernej Rudi; Kerschbaumer, Aron; Schuetz, Martin J.A.; Mendl, Christian B.; Katzgraber, Helmut G.: Quantum-Informed Recursive Optimization Algorithms. PRX Quantum 5 (2), 2024 mehr…
Kotil, Ayse; Banerjee, Rahul; Huang, Qunsheng; Mendl, Christian B: Riemannian quantum circuit optimization for Hamiltonian simulation. Journal of Physics A: Mathematical and Theoretical 57 (13), 2024, 135303 mehr…
Milbradt, Richard M.; Huang, Qunsheng; Mendl, Christian B.: State diagrams to determine tree tensor network operators. SciPost Physics Core 7 (2), 2024 mehr…
Nibbi, Martina; Mendl, Christian B.: Block encoding of matrix product operators. Physical Review A 110 (4), 2024 mehr…
Schnaus, Manuel; Palackal, Lilly; Poggel, Benedikt; Runge, Xiomara; Ehm, Hans; Lorenz, Jeanette Miriam; Mendl, Christian B.: Efficient Encodings of the Travelling Salesperson Problem for Variational Quantum Algorithms. 2024 IEEE International Conference on Quantum Software (QSW), IEEE, 2024, 81-87 mehr…
Seitz, Philipp; Geiger, Manuel; Mendl, Christian B.: Multithreaded Parallelism for Heterogeneous Clusters of QPUs. ISC High Performance 2024 Research Paper Proceedings (39th International Conference), IEEE, 2024, 1-8 mehr…
Seitz, Philipp; Geiger, Manuel; Ufrecht, Christian; Plinge, Axel; Mutschler, Christopher; Scherer, Daniel D.; Mendl, Christian B.: SCIM MILQ: An HPC Quantum Scheduler. 2024 IEEE International Conference on Quantum Computing and Engineering (QCE), IEEE, 2024, 292-298 mehr…
Stoian, Mihail; Milbradt, Richard M.; Mendl, Christian B.: On the Optimal Linear Contraction Order of Tree Tensor Networks, and Beyond. SIAM Journal on Scientific Computing 46 (5), 2024, B647-B668 mehr…

2023

Bentellis, Amine; Matic-Flierl, Andrea; Mendl, Christian B.; Lorenz, Jeanette Miriam: Benchmarking the Variational Quantum Eigensolver using different quantum hardware. 2023 IEEE International Conference on Quantum Computing and Engineering (QCE), IEEE, 2023, 518-523 mehr…
López Gutiérrez, Irene; Dietrich, Felix; Mendl, Christian B.: Quantum process tomography of unitary maps from time-delayed measurements. Quantum Information Processing 22 (6), 2023 mehr…
Mazzuca, Guido; Grava, Tamara; Kriecherbauer, Thomas; McLaughlin, Kenneth T.-R.; Mendl, Christian B.; Spohn, Herbert: Equilibrium Spacetime Correlations of the Toda Lattice on the Hydrodynamic Scale. Journal of Statistical Physics 190 (8), 2023 mehr…
Milbradt, Richard M.; Scheller, Lisa; Aßmus, Christopher; Mendl, Christian B.: Ternary Unitary Quantum Lattice Models and Circuits in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mn>2</mml:mn><mml:mo>+</mml:mo><mml:mn>1</mml:mn></mml:math> Dimensions. Physical Review Letters 130 (9), 2023 mehr…
Palackal, Lilly; Poggel, Benedikt; Wulff, Matthias; Ehm, Hans; Lorenz, Jeanette Miriam; Mendl, Christian B.: Quantum-Assisted Solution Paths for the Capacitated Vehicle Routing Problem. 2023 IEEE International Conference on Quantum Computing and Engineering (QCE), IEEE, 2023 mehr…
Schubert, Ansgar; Mendl, Christian B.: Trotter error with commutator scaling for the Fermi-Hubbard model. Physical Review B 108 (19), 2023 mehr…
Seitz, Philipp; Medina, Ismael; Cruz, Esther; Huang, Qunsheng; Mendl, Christian B.: Simulating quantum circuits using tree tensor networks. Quantum 7, 2023, 964 mehr…
Winderl, David; Huang, Qunsheng; Mendl, Christian B.: A Recursively Partitioned Approach to Architecture-Aware ZX Polynomial Synthesis and Optimization. 2023 IEEE International Conference on Quantum Computing and Engineering (QCE), IEEE, 2023, 837-847 mehr…

2022

Drăgan, Theodora-Augustina; Monnet, Maureen; Mendl, Christian B.; Lorenz, Jeanette Miriam: Quantum Reinforcement Learning for Solving a Stochastic Frozen Lake Environment and the Impact of Quantum Architecture Choices. , 2022 mehr…
Gómez, Raúl; O'Meara, Corey; Cortiana, Giorgio; Mendl, Christian; Bernabe-Moreno, Juan: Towards AutoQML: A Cloud-Based Automated Circuit Architecture Search Framework. , 2022 mehr…
Huang, Qunsheng; Mendl, Christian B.: Classical simulation of quantum circuits using a multiqubit Bloch vector representation of density matrices. Physical Review A 105 (2), 2022 mehr…
Wiedemann, Simon; Hein, Daniel; Udluft, Steffen; Mendl, Christian: Quantum Policy Iteration via Amplitude Estimation and Grover Search -- Towards Quantum Advantage for Reinforcement Learning. , 2022 mehr…

2021

Huang, Qunsheng; Mendl, Christian B.: Efficient quantum circuit simulation using a multi-qubit Bloch vector representation of density matrices. arXiv, 2021 mehr…
Sakhnenko, Alona; O'Meara, Corey; Ghosh, Kumar J. B.; Mendl, Christian B.; Cortiana, Giorgio; Bernabé-Moreno, Juan: Hybrid Classical-Quantum Autoencoder for Anomaly Detection. arXiv, 2021 mehr…

2020

Mendl, Christian B.; Spohn, Herbert: High-low pressure domain wall for the classical Toda lattice. arXiv, 2020 mehr…

2019

Gutiérrez, Irene López; Mendl, Christian B.: Real time evolution with neural-network quantum states. arXiv, 2019 mehr…

To top