Kristel Michielsen

49 papers C 6Misc 1Journal 41Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Finite-Depth, Finite-Shot Guarantees for Constrained Quantum Optimization via Fejér Filtering. CoRR Chinonso Onah, Kristel Michielsen
2026	J	`jnl`	How to find expressible and trainable parameterized quantum circuits? CoRR Peter Röseler, Dennis Willsch, Kristel Michielsen
2026	J	`jnl`	Quantum and classical approaches to the optimization of highway platooning: the two-vehicle matching problem. CoRR Chinonso Onah, Agneev Guin, Carsten Othmer, J. A. Montañez-Barrera, Kristel Michielsen
2025	J	`jnl`	Correction: Benchmarking quantum annealing with maximum cardinality matching problems. Frontiers Comput. Sci. Daniel Vert, Madita Willsch, Berat Yenilen, Renaud Sirdey, Stéphane Louise, Kristel Michielsen
2025	J	`jnl`	Empirical Quantum Advantage in Constrained Optimization from Encoded Unitary Designs. CoRR Chinonso Onah, Roman Firt, Kristel Michielsen
2025	J	`jnl`	Fundamental Limitations of QAOA on Constrained Problems and a Route to Exponential Enhancement. CoRR Chinonso Onah, Kristel Michielsen
2025	J	`jnl`	Learning-Driven Annealing with Adaptive Hamiltonian Modification for Solving Large-Scale Problems on Quantum Devices. Quantum Sebastian Schulz, Dennis Willsch, Kristel Michielsen
2025	J	`jnl`	QUEST: QUantum-Enhanced Shared Transportation. CoRR Chinonso Onah, Neel Miscasci, Carsten Othmer, Kristel Michielsen
2025	J	`jnl`	Quantum computing and artificial intelligence: status and perspectives. CoRR Giovanni Acampora, Andris Ambainis, Natalia Ares, Leonardo Banchi, Pallavi Bhardwaj, Daniele Binosi, G. Andrew D. Briggs, Tommaso Calarco, Vedran Dunjko, Jens Eisert, Olivier Ezratty, Paul Erker, Federico Fedele, Elies Gil-Fuster, Martin Gärttner, Mats Granath, Markus Heyl, Iordanis Kerenidis, Matthias Klusch, Anton Frisk Kockum, Richard Kueng, Mario Krenn, Jörg Lässig, Antonio Macaluso, Sabrina Maniscalco, Florian Marquardt, Kristel Michielsen, Gorka Muñoz-Gil, Daniel Müssig, Hendrik Poulsen Nautrup, Evert P. L. van Nieuwenburg, Roman Orus, Jörg Schmiedmayer, Markus Schmitt, Philipp Slusallek, Filippo Vicentini, Christof Weitenberg, Frank K. Wilhelm
2025	J	`jnl`	Requirements for Early Quantum Advantage and Quantum Utility in the Capacitated Vehicle Routing Problem. CoRR Chinonso Onah, Kristel Michielsen
2025	J	`jnl`	Transfer learning of optimal QAOA parameters in combinatorial optimization. Quantum Inf. Process. J. A. Montañez-Barrera, Dennis Willsch, Kristel Michielsen
2025	J	`jnl`	Universal Quantum Simulation of 50 Qubits on Europe's First Exascale Supercomputer Harnessing Its Heterogeneous CPU-GPU Architecture. CoRR Hans De Raedt, Jiri Kraus, Andreas Herten, Vrinda Mehta, Mathis Bode, Markus Hrywniak, Kristel Michielsen, Thomas Lippert
2024	J	`jnl`	$\mathrm{Q(AI)}^2$: Quantum Artificial Intelligence for the Automotive Industry. Künstliche Intell. Tobias Stollenwerk, Somtapa Bhattacharya, Michele Cattelan, Alessandro Ciani, Gabriele Compostella, David Headley, Johannes Klepsch, Matthias Klusch, Markus Leder, Antonio Macaluso, Kristel Michielsen, Dmytro Nabok, Anestis Papanikolaou, Alexander Rausch, Marco Schumann, Andrea Skolik, Sheir Yarkoni, Frank K. Wilhelm
2024	J	`jnl`	A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro
2024	J	`jnl`	Benchmarking quantum annealing with maximum cardinality matching problems. Frontiers Comput. Sci. Daniel Vert, Madita Willsch, Berat Yenilen, Renaud Sirdey, Stéphane Louise, Kristel Michielsen
2024	J	`jnl`	Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Edoardo Pasetto, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro
2024	J	`jnl`	Quantum Annealing based Power Grid Partitioning for Parallel Simulation. CoRR Carsten Hartmann, Junjie Zhang, Carlos D. Gonzalez Calaza, Thiemo Pesch, Kristel Michielsen, Andrea Benigni
2024	J	`jnl`	Quantum-centric supercomputing for materials science: A perspective on challenges and future directions. Future Gener. Comput. Syst. Yuri Alexeev, Maximilian Amsler, Marco Antonio Barroca, Sanzio Bassini, Torey Battelle, Daan Camps, David Casanova, Young Jay Choi, Frederic T. Chong, Charles Chung, Christopher Codella, Antonio D. Córcoles, James Cruise, Alberto Di Meglio, Ivan Duran, Thomas Eckl, Sophia E. Economou, Stephan J. Eidenbenz, Bruce Elmegreen, Clyde Fare, Ismael Faro, Cristina Sanz Fernández, Rodrigo Neumann Barros Ferreira, Keisuke Fuji, Bryce Fuller, Laura Gagliardi, Giulia Galli, Jennifer R. Glick, Isacco Gobbi, Pranav Gokhale, Salvador de la Puente Gonzalez, Johannes Greiner, Bill Gropp, Michele Grossi, Emanuel Gull, Burns Healy, Matthew R. Hermes, Benchen Huang, Travis S. Humble, Nobuyasu Ito, Artur F. Izmaylov, Ali Javadi-Abhari, Douglas M. Jennewein, Shantenu Jha, Liang Jiang, Barbara Jones, Wibe Albert de Jong, Petar Jurcevic, William M. Kirby, Stefan Kister, Masahiro Kitagawa, Joel Klassen, Katherine Klymko, Kwangwon Koh, Masaaki Kondo, Doga Murat Kürkçüoglu, Krzysztof Kurowski, Teodoro Laino, Ryan Landfield, Matthew L. Leininger, Vicente Leyton-Ortega, Ang Li, Meifeng Lin, Junyu Liu, Nicolás Lorente, André Luckow, Simon Martiel, Francisco Martín-Fernández, Margaret Martonosi, Claire Marvinney, Arcesio Castañeda Medina, Dirk Merten, Antonio Mezzacapo, Kristel Michielsen, Abhishek Mitra, Tushar Mittal, Kyungsun Moon, Joel Moore, Sarah Mostame, Mario Motta, Young-Hye Na, Yunseong Nam, Prineha Narang, Yu-ya Ohnishi, Daniele Ottaviani, Matthew Otten, Scott Pakin, Vincent R. Pascuzzi, Edwin Pednault, Tomasz Piontek, Jed Pitera, Patrick Rall, Gokul Subramanian Ravi, Niall Robertson, Matteo A. C. Rossi, Piotr Rydlichowski, Hoon Ryu, Georgy Samsonidze, Mitsuhisa Sato, Nishant Saurabh, Vidushi Sharma, Kunal Sharma, Soyoung Shin, George Slessman, Mathias Steiner, Iskandar Sitdikov, In-Saeng Suh, Eric D. Switzer, Wei Tang, Joel Thompson, Synge Todo, Minh C. Tran, Dimitar Trenev, Christian Trott, Huan-Hsin Tseng, Norm M. Tubman, Esin Tureci, David García Valiñas, Sofia Vallecorsa, Christopher Wever, Konrad Wojciechowski, Xiaodi Wu, Shinjae Yoo, Nobuyuki Yoshioka, Victor Wen-zhe Yu, Seiji Yunoki, Sergiy Zhuk, Dmitry Zubarev
2024	C	`conf`	Reverse Quantum Annealing for Hybrid Quantum-Classical Satellite Mission Planning. IGARSS Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro
2023	J	`jnl`	A Single-Step Multiclass SVM based on Quantum Annealing for Remote Sensing Data Classification. CoRR Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro
2023	C	`conf`	Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems. IGARSS Edoardo Pasetto, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro
2023	Misc	`conf`	Improving Performance in Combinatorial Optimization Problems with Inequality Constraints: An Evaluation of the Unbalanced Penalization Method on D-Wave Advantage. QCE J. A. Montañez-Barrera, Pim van den Heuvel, Dennis Willsch, Kristel Michielsen
2023	J	`jnl`	Improving Performance in Combinatorial Optimization Problems with Inequality Constraints: An Evaluation of the Unbalanced Penalization Method on D-Wave Advantage. CoRR J. A. Montañez-Barrera, Pim van den Heuvel, Dennis Willsch, Kristel Michielsen
2022	J	`jnl`	Benchmarking Advantage and D-Wave 2000Q quantum annealers with exact cover problems. Quantum Inf. Process. Dennis Willsch, Madita Willsch, Carlos D. Gonzalez Calaza, Fengping Jin, Hans De Raedt, Marika Svensson, Kristel Michielsen
2022	J	`jnl`	Classical, Quantum and Event-by-Event Simulation of a Stern-Gerlach Experiment with Neutrons. Entropy Hans De Raedt, Fengping Jin, Kristel Michielsen
2022	J	`jnl`	GPU-accelerated simulations of quantum annealing and the quantum approximate optimization algorithm. Comput. Phys. Commun. Dennis Willsch, Madita Willsch, Fengping Jin, Kristel Michielsen, Hans De Raedt
2022	C	`conf`	Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Julich Unified Infrastructure for Quantum Computing. IGARSS Gabriele Cavallaro, Morris Riedel, Thomas Lippert, Kristel Michielsen
2022	J	`jnl`	Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing. IEEE Geosci. Remote. Sens. Lett. Edoardo Pasetto, Morris Riedel, Farid Melgani, Kristel Michielsen, Gabriele Cavallaro
2022	C	`conf`	Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing. IGARSS Edoardo Pasetto, Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen
2022	J	`jnl`	Unbalanced penalization: A new approach to encode inequality constraints of combinatorial problems for quantum optimization algorithms. CoRR Alejandro Montanez-Barrera, Alberto Maldonado-Romo, Dennis Willsch, Kristel Michielsen
2021	J	`jnl`	Garden optimization problems for benchmarking quantum annealers. Quantum Inf. Process. Carlos D. Gonzalez Calaza, Dennis Willsch, Kristel Michielsen
2021	C	`conf`	Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification. IGARSS Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen
2020	C	`conf`	Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer. IGARSS Gabriele Cavallaro, Dennis Willsch, Madita Willsch, Kristel Michielsen, Morris Riedel
2020	J	`jnl`	Benchmarking the quantum approximate optimization algorithm. Quantum Inf. Process. Madita Willsch, Dennis Willsch, Fengping Jin, Hans De Raedt, Kristel Michielsen
2020	J	`jnl`	General error mitigation for quantum circuits. Quantum Inf. Process. Manpreet Singh Jattana, Fengping Jin, Hans De Raedt, Kristel Michielsen
2020	J	`jnl`	Support vector machines on the D-Wave quantum annealer. Comput. Phys. Commun. Dennis Willsch, Madita Willsch, Hans De Raedt, Kristel Michielsen
2019	J	`jnl`	Massively parallel quantum computer simulator, eleven years later. Comput. Phys. Commun. Hans De Raedt, Fengping Jin, Dennis Willsch, Madita Nocon, Naoki Yoshioka, Nobuyasu Ito, Shengjun Yuan, Kristel Michielsen
2019	J	`jnl`	Support vector machines on the D-Wave quantum annealer. CoRR Dennis Willsch, Madita Willsch, Hans De Raedt, Kristel Michielsen
2017	J	`jnl`	Benchmarking gate-based quantum computers. Comput. Phys. Commun. Kristel Michielsen, Madita Nocon, Dennis Willsch, Fengping Jin, Thomas Lippert, Hans De Raedt
2016	J	`jnl`	Computer Simulation of Einstein-Podolsky-Rosen-Bohm Experiments. Open Syst. Inf. Dyn. Hans De Raedt, Kristel Michielsen
2016	J	`jnl`	The digital computer as a metaphor for the perfect laboratory experiment: Loophole-free Bell experiments. Comput. Phys. Commun. Hans De Raedt, Kristel Michielsen, Karl Hess
2015	—	`conf`	Finite-Difference Time-Domain Simulation for Three-Dimensional Polarized Light Imaging. BrainComp Miriam Menzel, Markus Axer, Hans De Raedt, Kristel Michielsen
2014	J	`jnl`	Event-by-event simulation of a quantum delayed-choice experiment. Comput. Phys. Commun. Hylke C. Donker, Hans De Raedt, Kristel Michielsen
2011	J	`jnl`	Classical and Quantum Annealing in the Median of Three Satisfiability CoRR T. Neuhaus, M. Peschina, Kristel Michielsen, Hans De Raedt
2011	J	`jnl`	Event-based simulation of light propagation in lossless dielectric media. Comput. Phys. Commun. Binh Trieu, Kristel Michielsen, Hans De Raedt
2007	J	`jnl`	A computer program to simulate Einstein-Podolsky-Rosen-Bohm experiments with photons. Comput. Phys. Commun. Koen De Raedt, Hans De Raedt, Kristel Michielsen
2007	J	`jnl`	Massively parallel quantum computer simulator. Comput. Phys. Commun. Koen De Raedt, Kristel Michielsen, Hans De Raedt, Binh Trieu, Guido Arnold, Marcus Richter, Thomas Lippert, Hiroshi Watanabe, Nobuyasu Ito
2006	J	`jnl`	Efficient data processing and quantum phenomena: Single-particle systems. Comput. Phys. Commun. Hans De Raedt, Koen De Raedt, Kristel Michielsen, Seiji Miyashita
2005	J	`jnl`	Deterministic event-based simulation of quantum phenomena. Comput. Phys. Commun. Koen De Raedt, Hans De Raedt, Kristel Michielsen