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ORCIDKristel Michielsen
Person information
- affiliation: Jülich Supercomputing Centre, Germany
- affiliation: RWTH Aachen University, Germany
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2020 – today
- 2024
[j22]Daniel Vert, Madita Willsch, Berat Yenilen, Renaud Sirdey, Stéphane Louise, Kristel Michielsen:
Benchmarking quantum annealing with maximum cardinality matching problems. Frontiers Comput. Sci. 6 (2024)- [j21]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:
Quantum-centric supercomputing for materials science: A perspective on challenges and future directions. Future Gener. Comput. Syst. 160: 666-710 (2024) - [j20]Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro:
A Single-Step Multiclass SVM Based on Quantum Annealing for Remote Sensing Data Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 1434-1445 (2024) - [j19]Edoardo Pasetto, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro:
Kernel Approximation on a Quantum Annealer for Remote Sensing Regression Tasks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 3262-3269 (2024) - [c8]Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro:
Reverse Quantum Annealing for Hybrid Quantum-Classical Satellite Mission Planning. IGARSS 2024: 432-436 - [i6]Carsten Hartmann, Junjie Zhang, Carlos D. Gonzalez Calaza, Thiemo Pesch, Kristel Michielsen, Andrea Benigni:
Quantum Annealing based Power Grid Partitioning for Parallel Simulation. CoRR abs/2408.04097 (2024) - 2023
- [c7]Edoardo Pasetto, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro:
Adiabatic Quantum Kitchen Sinks with Parallel Annealing for Remote Sensing Regression Problems. IGARSS 2023: 784-787 - [c6]J. A. Montañez-Barrera, Pim van den Heuvel, Dennis Willsch, Kristel Michielsen:
Improving Performance in Combinatorial Optimization Problems with Inequality Constraints: An Evaluation of the Unbalanced Penalization Method on D-Wave Advantage. QCE 2023: 535-542 - [i5]Amer Delilbasic, Bertrand Le Saux, Morris Riedel, Kristel Michielsen, Gabriele Cavallaro:
A Single-Step Multiclass SVM based on Quantum Annealing for Remote Sensing Data Classification. CoRR abs/2303.11705 (2023) - [i4]J. A. Montañez-Barrera, Pim van den Heuvel, Dennis Willsch, Kristel Michielsen:
Improving Performance in Combinatorial Optimization Problems with Inequality Constraints: An Evaluation of the Unbalanced Penalization Method on D-Wave Advantage. CoRR abs/2305.18757 (2023) - 2022
- [j18]Dennis Willsch, Madita Willsch, Fengping Jin, Kristel Michielsen, Hans De Raedt:
GPU-accelerated simulations of quantum annealing and the quantum approximate optimization algorithm. Comput. Phys. Commun. 278: 108411 (2022) - [j17]Hans De Raedt, Fengping Jin, Kristel Michielsen:
Classical, Quantum and Event-by-Event Simulation of a Stern-Gerlach Experiment with Neutrons. Entropy 24(8): 1143 (2022) - [j16]Edoardo Pasetto, Morris Riedel, Farid Melgani, Kristel Michielsen, Gabriele Cavallaro:
Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j15]Dennis Willsch, Madita Willsch, Carlos D. Gonzalez Calaza, Fengping Jin, Hans De Raedt, Marika Svensson, Kristel Michielsen:
Benchmarking Advantage and D-Wave 2000Q quantum annealers with exact cover problems. Quantum Inf. Process. 21(4): 141 (2022) - [c5]Gabriele Cavallaro, Morris Riedel, Thomas Lippert, Kristel Michielsen:
Hybrid Quantum-Classical Workflows in Modular Supercomputing Architectures with the Julich Unified Infrastructure for Quantum Computing. IGARSS 2022: 4149-4152 - [c4]Edoardo Pasetto, Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen:
Quantum Support Vector Regression for Biophysical Variable Estimation in Remote Sensing. IGARSS 2022: 4903-4906 - [i3]Alejandro Montanez-Barrera, Alberto Maldonado-Romo, Dennis Willsch, Kristel Michielsen:
Unbalanced penalization: A new approach to encode inequality constraints of combinatorial problems for quantum optimization algorithms. CoRR abs/2211.13914 (2022) - 2021
- [j14]Carlos D. Gonzalez Calaza, Dennis Willsch, Kristel Michielsen:
Garden optimization problems for benchmarking quantum annealers. Quantum Inf. Process. 20(9): 305 (2021) - [c3]Amer Delilbasic, Gabriele Cavallaro, Madita Willsch, Farid Melgani, Morris Riedel, Kristel Michielsen:
Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification. IGARSS 2021: 2608-2611 - 2020
- [j13]Dennis Willsch, Madita Willsch, Hans De Raedt, Kristel Michielsen:
Support vector machines on the D-Wave quantum annealer. Comput. Phys. Commun. 248: 107006 (2020) - [j12]Madita Willsch, Dennis Willsch, Fengping Jin, Hans De Raedt, Kristel Michielsen:
Benchmarking the quantum approximate optimization algorithm. Quantum Inf. Process. 19(7): 197 (2020) - [j11]Manpreet Singh Jattana, Fengping Jin, Hans De Raedt, Kristel Michielsen:
General error mitigation for quantum circuits. Quantum Inf. Process. 19(11): 414 (2020) - [c2]Gabriele Cavallaro, Dennis Willsch, Madita Willsch, Kristel Michielsen, Morris Riedel:
Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer. IGARSS 2020: 1973-1976
2010 – 2019
- 2019
- [j10]Hans De Raedt, Fengping Jin, Dennis Willsch, Madita Nocon, Naoki Yoshioka, Nobuyasu Ito, Shengjun Yuan, Kristel Michielsen:
Massively parallel quantum computer simulator, eleven years later. Comput. Phys. Commun. 237: 47-61 (2019) - [i2]Dennis Willsch, Madita Willsch, Hans De Raedt, Kristel Michielsen:
Support vector machines on the D-Wave quantum annealer. CoRR abs/1906.06283 (2019) - 2017
- [j9]Kristel Michielsen, Madita Nocon, Dennis Willsch, Fengping Jin, Thomas Lippert, Hans De Raedt:
Benchmarking gate-based quantum computers. Comput. Phys. Commun. 220: 44-55 (2017) - 2016
- [j8]Hans De Raedt, Kristel Michielsen, Karl Hess:
The digital computer as a metaphor for the perfect laboratory experiment: Loophole-free Bell experiments. Comput. Phys. Commun. 209: 42-47 (2016) - [j7]Hans De Raedt, Kristel Michielsen:
Computer Simulation of Einstein-Podolsky-Rosen-Bohm Experiments. Open Syst. Inf. Dyn. 23(2): 1650010:1-1650010:21 (2016) - 2015
- [c1]Miriam Menzel, Markus Axer, Hans De Raedt, Kristel Michielsen:
Finite-Difference Time-Domain Simulation for Three-Dimensional Polarized Light Imaging. BrainComp 2015: 73-85 - 2014
- [j6]Hylke C. Donker, Hans De Raedt, Kristel Michielsen:
Event-by-event simulation of a quantum delayed-choice experiment. Comput. Phys. Commun. 185(12): 3109-3118 (2014) - 2011
- [j5]Binh Trieu, Kristel Michielsen, Hans De Raedt:
Event-based simulation of light propagation in lossless dielectric media. Comput. Phys. Commun. 182(3): 726-734 (2011) - [i1]T. Neuhaus, M. Peschina, Kristel Michielsen, Hans De Raedt:
Classical and Quantum Annealing in the Median of Three Satisfiability. CoRR abs/1103.3656 (2011)
2000 – 2009
- 2007
- [j4]Koen De Raedt, Kristel Michielsen, Hans De Raedt, Binh Trieu, Guido Arnold, Marcus Richter, Thomas Lippert, Hiroshi Watanabe, Nobuyasu Ito:
Massively parallel quantum computer simulator. Comput. Phys. Commun. 176(2): 121-136 (2007) - [j3]Koen De Raedt, Hans De Raedt, Kristel Michielsen:
A computer program to simulate Einstein-Podolsky-Rosen-Bohm experiments with photons. Comput. Phys. Commun. 176(11-12): 642-651 (2007) - 2006
- [j2]Hans De Raedt, Koen De Raedt, Kristel Michielsen, Seiji Miyashita:
Efficient data processing and quantum phenomena: Single-particle systems. Comput. Phys. Commun. 174(10): 803-817 (2006) - 2005
- [j1]Koen De Raedt, Hans De Raedt, Kristel Michielsen:
Deterministic event-based simulation of quantum phenomena. Comput. Phys. Commun. 171(1): 19-39 (2005)
Coauthor Index
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