Christian B. Mendl

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Anomaly Detection

Policy Iteration

Ordinary Differential Equations

Reinforcement Learning

Top Venues

Publications

Erenay Karacan, Christian B. Mendl, Yanbin Chen
Noise-Tolerant Quantum Algorithm for Ground State Energy Estimation. CoRR (2024)
Yanbin Chen, Innocenzo Fulginiti, Christian B. Mendl
Reducing Mid-Circuit Measurements via Probabilistic Circuits. CoRR (2024)
Amr Elsharkawy, Xiao-Ting Michelle To, Philipp Seitz, Yanbin Chen, Yannick Stade, Manuel Geiger, Qunsheng Huang, Xiaorang Guo, Muhammad Arslan Ansari, Martin Ruefenacht, Laura Brandon Schulz, Sven Karlsson, Christian B. Mendl, Dieter Kranzlmüller, Martin Schulz
Challenges in HPCQC Integration. QCE (2023)
Lilly Palackal, Benedikt Poggel, Matthias Wulff, Hans Ehm, Jeanette Miriam Lorenz, Christian B. Mendl
Quantum-Assisted Solution Paths for the Capacitated Vehicle Routing Problem. QCE (2023)
Amine Bentellis, Andrea Matic-Flierl, Christian B. Mendl, Jeanette Miriam Lorenz
Benchmarking the Variational Quantum Eigensolver using different quantum hardware. QCE (2023)
David Winderl, Qunsheng Huang, Christian B. Mendl
A Recursively Partitioned Approach to Architecture-Aware ZX Polynomial Synthesis and Optimization. QCE (2023)
Philipp Seitz, Manuel Geiger, Christian B. Mendl
Multithreaded parallelism for heterogeneous clusters of QPUs. CoRR (2023)
Simon Wiedemann, Daniel Hein, Steffen Udluft, Christian B. Mendl
Quantum Policy Iteration via Amplitude Estimation and Grover Search - Towards Quantum Advantage for Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Philipp Seitz, Ismael Medina, Esther Cruz, Qunsheng Huang, Christian B. Mendl
Simulating quantum circuits using tree tensor networks. Quantum 7 (2023)
Amr Elsharkawy, Xiao-Ting Michelle To, Philipp Seitz, Yanbin Chen, Yannick Stade, Manuel Geiger, Qunsheng Huang, Xiaorang Guo, Muhammad Arslan Ansari, Christian B. Mendl, Dieter Kranzlmüller, Martin Schulz
Integration of Quantum Accelerators with High Performance Computing - A Review of Quantum Programming Tools. CoRR (2023)
Irene López Gutiérrez, Felix Dietrich, Christian B. Mendl
Quantum process tomography of unitary maps from time-delayed measurements. Quantum Inf. Process. 22 (6) (2023)
Wiktor Jurasz, Christian B. Mendl
Quantum Wasserstein GANs for State Preparation at Unseen Points of a Phase Diagram. CoRR (2023)
Theodora-Augustina Dragan, Maureen Monnet, Christian B. Mendl, Jeanette Miriam Lorenz
Quantum Reinforcement Learning for Solving a Stochastic Frozen Lake Environment and the Impact of Quantum Architecture Choices. ICAART (2) (2023)
Raúl Berganza Gómez, Corey O'Meara, Giorgio Cortiana, Christian B. Mendl, Juan Bernabé-Moreno
Towards AutoQML: A Cloud-Based Automated Circuit Architecture Search Framework. CoRR (2022)
Raúl Berganza Gómez, Corey O'Meara, Giorgio Cortiana, Christian B. Mendl, Juan Bernabé-Moreno
Towards AutoQML: A Cloud-Based Automated Circuit Architecture Search Framework. ICSA Companion (2022)
Irene López Gutiérrez, Christian B. Mendl
Real time evolution with neural-network quantum states. Quantum 6 (2022)
Alona Sakhnenko, Corey O'Meara, Kumar J. B. Ghosh, Christian B. Mendl, Giorgio Cortiana, Juan Bernabé-Moreno
Hybrid classical-quantum autoencoder for anomaly detection. Quantum Mach. Intell. 4 (2) (2022)
Benjamin Zanger, Christian B. Mendl, Martin Schulz, Martin Schreiber
Quantum Algorithms for Solving Ordinary Differential Equations via Classical Integration Methods. Quantum 5 (2021)
Christian B. Mendl, Folkmar Bornemann
Efficient numerical evaluation of thermodynamic quantities on infinite (semi-)classical chains. CoRR (2020)
Giuseppe Carleo, Kenny Choo, Damian Hofmann, James E. T. Smith, Tom Westerhout, Fabien Alet, Emily J. Davis, Stavros Efthymiou, Ivan Glasser, Sheng-Hsuan Lin, Marta Mauri, Guglielmo Mazzola, Christian B. Mendl, Evert van Nieuwenburg, Ossian O'Reilly, Hugo Théveniaut, Giacomo Torlai, Filippo Vicentini, Alexander Wietek
NetKet: A machine learning toolkit for many-body quantum systems. SoftwareX 10 (2019)
Chunjing Jia, Yao Wang, Christian B. Mendl, Brian Moritz, T. P. Devereaux
Paradeisos: A perfect hashing algorithm for many-body eigenvalue problems. Comput. Phys. Commun. 224 (2018)
Lisa Sahlmann, Christian B. Mendl
GuiTeNet: A graphical user interface for tensor networks. CoRR (2018)
Christian B. Mendl
PyTeNet: A concise Python implementation of quantum tensor network algorithms. J. Open Source Softw. 3 (30) (2018)
Jianfeng Lu, Christian B. Mendl
Numerical scheme for a spatially inhomogeneous matrix-valued quantum Boltzmann equation. J. Comput. Phys. 291 (2015)
Christian B. Mendl
Matrix-valued Quantum Lattice Boltzmann Method. CoRR (2013)
Christian B. Mendl
Efficient algorithm for two-center Coulomb and exchange integrals of electronic prolate spheroidal orbitals. J. Comput. Phys. 231 (15) (2012)
Christian B. Mendl
The FermiFab toolbox for fermionic many-particle quantum systems. Comput. Phys. Commun. 182 (6) (2011)