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ORCIDChristian B. Mendl
Person information
- affiliation: Technical University of Munich, Department of Informatics, Garching, Germany
- affiliation: TU Dresden, Institute of Scientific Computing, Dresden, Germany
- affiliation: Stanford University, SLAC National Accelerator Laboratory, Menlo Park, CA, USA
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Journal Articles
- 2023
[j12]Irene López Gutiérrez
, Felix Dietrich, Christian B. Mendl:
Quantum process tomography of unitary maps from time-delayed measurements. Quantum Inf. Process. 22(6): 251 (2023)- [j11]Philipp Seitz, Ismael Medina, Esther Cruz, Qunsheng Huang, Christian B. Mendl:
Simulating quantum circuits using tree tensor networks. Quantum 7: 964 (2023) - [j10]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) - 2022
- [j9]Alona Sakhnenko, Corey O'Meara, Kumar Jang Bahadur Ghosh, Christian B. Mendl, Giorgio Cortiana, Juan Bernabé-Moreno:
Hybrid classical-quantum autoencoder for anomaly detection. Quantum Mach. Intell. 4(2): 1-17 (2022) - [j8]Irene López Gutiérrez, Christian B. Mendl:
Real time evolution with neural-network quantum states. Quantum 6: 627 (2022) - 2021
- [j7]Benjamin Zanger, Christian B. Mendl, Martin Schulz, Martin Schreiber:
Quantum Algorithms for Solving Ordinary Differential Equations via Classical Integration Methods. Quantum 5: 502 (2021) - 2019
- [j6]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 P. L. 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: 100311 (2019) - 2018
- [j5]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: 81-89 (2018) - [j4]Christian B. Mendl:
PyTeNet: A concise Python implementation of quantum tensor network algorithms. J. Open Source Softw. 3(30): 948 (2018) - 2015
- [j3]Jianfeng Lu, Christian B. Mendl:
Numerical scheme for a spatially inhomogeneous matrix-valued quantum Boltzmann equation. J. Comput. Phys. 291: 303-316 (2015) - 2012
- [j2]Christian B. Mendl:
Efficient algorithm for two-center Coulomb and exchange integrals of electronic prolate spheroidal orbitals. J. Comput. Phys. 231(15): 5157-5175 (2012) - 2011
- [j1]Christian B. Mendl:
The FermiFab toolbox for fermionic many-particle quantum systems. Comput. Phys. Commun. 182(6): 1327-1337 (2011)
Conference and Workshop Papers
- 2023
- [c6]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: 199-210 - [c5]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: 405-406 - [c4]Amine Bentellis, Andrea Matic-Flierl, Christian B. Mendl, Jeanette Miriam Lorenz:
Benchmarking the Variational Quantum Eigensolver using different quantum hardware. QCE 2023: 518-523 - [c3]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: 648-658 - [c2]David Winderl, Qunsheng Huang, Christian B. Mendl:
A Recursively Partitioned Approach to Architecture-Aware ZX Polynomial Synthesis and Optimization. QCE 2023: 837-847 - 2022
- [c1]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: 129-136
Informal and Other Publications
- 2024
- [i9]Erenay Karacan, Christian B. Mendl, Yanbin Chen:
Noise-Tolerant Quantum Algorithm for Ground State Energy Estimation. CoRR abs/2401.09091 (2024) - 2023
- [i8]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 abs/2309.06167 (2023) - [i7]Wiktor Jurasz, Christian B. Mendl:
Quantum Wasserstein GANs for State Preparation at Unseen Points of a Phase Diagram. CoRR abs/2309.09543 (2023) - [i6]Philipp Seitz, Manuel Geiger, Christian B. Mendl:
Multithreaded parallelism for heterogeneous clusters of QPUs. CoRR abs/2311.17490 (2023) - 2022
- [i5]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 abs/2202.08024 (2022) - [i4]Simon Wiedemann, Daniel Hein, Steffen Udluft, Christian B. Mendl:
Quantum Policy Iteration via Amplitude Estimation and Grover Search - Towards Quantum Advantage for Reinforcement Learning. CoRR abs/2206.04741 (2022) - 2020
- [i3]Christian B. Mendl, Folkmar Bornemann:
Efficient numerical evaluation of thermodynamic quantities on infinite (semi-)classical chains. CoRR abs/2006.13587 (2020) - 2018
- [i2]Lisa Sahlmann, Christian B. Mendl:
GuiTeNet: A graphical user interface for tensor networks. CoRR abs/1808.00532 (2018) - 2013
- [i1]Christian B. Mendl:
Matrix-valued Quantum Lattice Boltzmann Method. CoRR abs/1309.1656 (2013)
Coauthor Index
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