Dennis Willsch

19 papers A 1C 1Misc 1Journal 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
How to find expressible and trainable parameterized quantum circuits?
CoRR
Peter Röseler, Dennis Willsch, Kristel Michielsen
2026 J jnl
Quantum Deep Learning: A Comprehensive Review.
CoRR
Yanjun Ji, Zhao-Yun Chen, Marco Roth, David A. Kreplin, Christian Schiffer, Martin King, Oliver Anton, M. Sahnawaz Alam, Markus Krutzik, Dennis Willsch, Ludwig Mathey, Frank K. Wilhelm, Guo-Ping Guo
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
Transfer learning of optimal QAOA parameters in combinatorial optimization.
Quantum Inf. Process.
J. A. Montañez-Barrera, Dennis Willsch, Kristel Michielsen
2024 A conf
Application-Driven Exascale: The JUPITER Benchmark Suite.
SC
Andreas Herten, Sebastian Achilles, Damian Alvarez, Jayesh Badwaik, Eric Behle, Mathis Bode, Thomas Breuer, Daniel Caviedes-Voullième, Mehdi Cherti, Adel Dabah, Salem El Sayed, Wolfgang Frings, Ana Gonzalez-Nicolas, Eric B. Gregory, Kaveh Haghighi Mood, Thorsten Hater, Jenia Jitsev, Chelsea Maria John, Jan H. Meinke, Catrin I. Meyer, Pavel Mezentsev, Jan-Oliver Mirus, Stepan Nassyr, Carolin Penke, Manoel Römmer, Ujjwal Sinha, Benedikt von St. Vieth, Olaf Stein, Estela Suarez, Dennis Willsch, Ilya Zhukov
2024 J jnl
Application-Driven Exascale: The JUPITER Benchmark Suite.
CoRR
Andreas Herten, Sebastian Achilles, Damian Alvarez, Jayesh Badwaik, Eric Behle, Mathis Bode, Thomas Breuer, Daniel Caviedes-Voullième, Mehdi Cherti, Adel Dabah, Salem El Sayed, Wolfgang Frings, Ana Gonzalez-Nicolas, Eric B. Gregory, Kaveh Haghighi Mood, Thorsten Hater, Jenia Jitsev, Chelsea Maria John, Jan H. Meinke, Catrin I. Meyer, Pavel Mezentsev, Jan-Oliver Mirus, Stepan Nassyr, Carolin Penke, Manoel Römmer, Ujjwal Sinha, Benedikt von St. Vieth, Olaf Stein, Estela Suarez, Dennis Willsch, Ilya Zhukov
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
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 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
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 — —
Supercomputer simulations of transmon quantum computers.
Dennis Willsch
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