Jonas Stein

73 papers A 1C 1Misc 9Journal 38Unranked 24
YearRankTypeTitle / Venue / Authors
2026 — conf
Illustration of Barren Plateaus in Quantum Computing.
ICAART (1)
Gerhard Stenzel, Tobias Rohe, Michael Kölle, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2026 J jnl
Illustration of Barren Plateaus in Quantum Computing.
CoRR
Gerhard Stenzel, Tobias Rohe, Michael Kölle, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2026 J jnl
Long Range Frequency Tuning for QML.
CoRR
Michael Poppel, Jonas Stein, Sebastian Wölckert, Markus Baumann, Claudia Linnhoff-Popien
2026 J jnl
Quantum Computing - Strategic Recommendations for the Industry.
CoRR
Marvin Erdmann, Lukas Karch, Abhishek Awasthi, Caitlin Isobel Jones, Pallavi Bhardwaj, Florian Krellner, Jonas Stein, Claudia Linnhoff-Popien, Nico Kraus, Josef Peter Eder, Sarah Braun, Tong Liu
2026 J jnl
Quantum Generator Kernels.
CoRR
Philipp Altmann, Maximilian Balthasar Mansky, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2025 C conf
Accelerated VQE: Parameter Recycling for Similar Recurring Problem Instances.
I4CS
Tobias Rohe, Maximilian Balthasar Mansky, Michael Kölle, Jonas Stein, Leo Sünkel, Claudia Linnhoff-Popien
2025 — conf
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data.
ICAART (3)
Tobias Rohe, Barbara Böhm, Michael Kölle, Jonas Stein, Robert Müller, Claudia Linnhoff-Popien
2025 — conf
Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits.
ICCS (4)
Michael Kölle, Alexander Feist, Jonas Stein, Sebastian Wölckert, Claudia Linnhoff-Popien
2025 J jnl
Evaluating Parameter-Based Training Performance of Neural Networks and Variational Quantum Circuits.
CoRR
Michael Kölle, Alexander Feist, Jonas Stein, Sebastian Wölckert, Claudia Linnhoff-Popien
2025 J jnl
From Classical Data to Quantum Advantage - Quantum Policy Evaluation on Quantum Hardware.
CoRR
Daniel Hein, Simon Wiedemann, Markus Baumann, Patrik Felbinger, Justin Klein, Maximilian Schieder, Jonas Stein, Daniëlle Schuman, Thomas Cope, Steffen Udluft
2025 — conf
From Problem to Solution: A General Pipeline to Solve Optimisation Problems on Quantum Hardware.
FICC (3)
Tobias Rohe, Simon Grätz, Michael Kölle, Sebastian Zielinski, Jonas Stein, Claudia Linnhoff-Popien
2025 J jnl
Mitigating Exponential Mixed Frequency Growth through Frequency Selection and Dimensional Separation in Quantum Machine Learning.
CoRR
Michael Poppel, David Bucher, Maximilian Zorn, Nico Kraus, Jonas Stein, Claudia Linnhoff-Popien
2025 — conf
Optimizing Sensor Redundancy in Sequential Decision-Making Problems.
ICAART (1)
Jonas Nüßlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schönberger, Thomas Gabor, Claudia Linnhoff-Popien
2025 J jnl
Quantum Annealing Hyperparameter Analysis for Optimal Sensor Placement in Production Environments.
CoRR
Nico Kraus, Marvin Erdmann, Alexander Kuzmany, Daniel Porawski, Jonas Stein
2025 J jnl
Quantum Boltzmann Machines using Parallel Annealing for Medical Image Classification.
CoRR
Daniëlle Schuman, Mark V. Seebode, Tobias Rohe, Maximilian Balthasar Mansky, Michael Schroedl-Baumann, Jonas Stein, Claudia Linnhoff-Popien, Florian Krellner
2025 J jnl
Quantum Optimization Algorithms.
CoRR
Jonas Stein, Maximilian Zorn, Leo Sünkel, Thomas Gabor
2025 — conf
Reducing QUBO Density by Factoring out Semi-Symmetries.
ICAART (1)
Jonas Nüßlein, Leo Sünkel, Jonas Stein, Tobias Rohe, Daniëlle Schuman, Sebastian Feld, Corey O'Meara, Giorgio Cortiana, Claudia Linnhoff-Popien
2025 J jnl
Scaling Quantum Simulation-Based Optimization: Demonstrating Efficient Power Grid Management with Deep QAOA Circuits.
CoRR
Maximilian Adler, Jonas Stein, Michael Lachner
2024 — conf
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis.
ICAART (1)
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis.
CoRR
Michael Kölle, Tom Schubert, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 — conf
Benchmarking Quantum Surrogate Models on Scarce and Noisy Data.
ICAART (3)
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
2024 Misc conf
CUAOA: A Novel CUDA-Accelerated Simulation Framework for the QAOA.
QCE
Jonas Stein, Jonas Blenninger, David Bucher, Josef Peter Eder, Elif Çetiner, Maximilian Zorn, Claudia Linnhoff-Popien
2024 J jnl
CUAOA: A Novel CUDA-Accelerated Simulation Framework for the QAOA.
CoRR
Jonas Stein, Jonas Blenninger, David Bucher, Josef Peter Eder, Elif Çetiner, Maximilian Zorn, Claudia Linnhoff-Popien
2024 Misc conf
Challenges for Reinforcement Learning in Quantum Circuit Design.
QCE
Philipp Altmann, Jonas Stein, Michael Kölle, Adelina Bärligea, Maximilian Zorn, Thomas Gabor, Thomy Phan, Sebastian Feld, Claudia Linnhoff-Popien
2024 J jnl
Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data.
CoRR
Tobias Rohe, Barbara Böhm, Michael Kölle, Jonas Stein, Robert Müller, Claudia Linnhoff-Popien
2024 Misc conf
Cohesive Quantum Circuit Layer Construction with Reinforcement Learning.
QCE
Maximilian Zorn, Jonas Stein, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien, Thomas Gabor
2024 — conf
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.
ICAART (3)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2024 — conf
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection.
ICAART (2)
Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien
2024 — conf
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly.
ICAART (2)
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
2024 — conf
Introducing Reduced-Width QNNs, an AI-Inspired Ansatz Design Pattern.
ICAART (3)
Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien
2024 J jnl
Optimizing Sensor Redundancy in Sequential Decision-Making Problems.
CoRR
Jonas Nüßlein, Maximilian Zorn, Fabian Ritz, Jonas Stein, Gerhard Stenzel, Julian Schönberger, Thomas Gabor, Claudia Linnhoff-Popien
2024 Misc conf
Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning.
QCE
Michael Kölle, Daniel Seidl, Maximilian Zorn, Philipp Altmann, Jonas Stein, Thomas Gabor
2024 J jnl
Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning.
CoRR
Michael Kölle, Daniel Seidl, Maximilian Zorn, Philipp Altmann, Jonas Stein, Thomas Gabor
2024 — conf
Quantum Advantage Actor-Critic for Reinforcement Learning.
ICAART (1)
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
Quantum Advantage Actor-Critic for Reinforcement Learning.
CoRR
Michael Kölle, Mohamad Hgog, Fabian Ritz, Philipp Altmann, Maximilian Zorn, Jonas Stein, Claudia Linnhoff-Popien
2024 A conf
Quantum Circuit Design: A Reinforcement Learning Challenge.
AAMAS
Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
2024 — conf
Quantum Denoising Diffusion Models.
QSW
Michael Kölle, Gerhard Stenzel, Jonas Stein, Sebastian Zielinski, Björn Ommer, Claudia Linnhoff-Popien
2024 J jnl
Quantum Denoising Diffusion Models.
CoRR
Michael Kölle, Gerhard Stenzel, Jonas Stein, Sebastian Zielinski, Björn Ommer, Claudia Linnhoff-Popien
2024 — conf
Quantum Transfer Learning: The Impact of Classical Preprocessing.
ICAART (Revised Selected Paper, 1)
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Julian Hager, Sebastian Zielinski, Claudia Linnhoff-Popien
2024 — conf
Sequential Hamiltonian Assembly: Enhancing the Training of Combinatorial Optimization Problems on Quantum Computers.
ICAART (Revised Selected Paper, 1)
Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Kölle, Philipp Altmann, Claudia Linnhoff-Popien
2024 J jnl
Sequential Hamiltonian Assembly: Enhancing the training of combinatorial optimization problems on quantum computers.
CoRR
Navid Roshani, Jonas Stein, Maximilian Zorn, Michael Kölle, Philipp Altmann, Claudia Linnhoff-Popien
2024 — conf
Solving the Turbine Balancing Problem using Quantum Annealing.
GECCO Companion
Arnold Unterauer, David Bucher, Matthias Knoll, Constantin Economides, Michael Lachner, Thomas Germain, Moritz Kessel, Smajo Hajdinovic, Jonas Stein
2024 J jnl
Solving the Turbine Balancing Problem using Quantum Annealing.
CoRR
Arnold Unterauer, David Bucher, Matthias Knoll, Constantin Economides, Michael Lachner, Thomas Germain, Moritz Kessel, Smajo Hajdinovic, Jonas Stein
2024 Misc conf
The Questionable Influence of Entanglement in Quantum Optimisation Algorithms.
QCE
Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
The Questionable Influence of Entanglement in Quantum Optimisation Algorithms.
CoRR
Tobias Rohe, Daniëlle Schuman, Jonas Nüßlein, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2024 Misc conf
Towards Robust Benchmarking of Quantum Optimization Algorithms.
QCE
David Bucher, Nico Kraus, Jonas Blenninger, Michael Lachner, Jonas Stein, Claudia Linnhoff-Popien
2024 J jnl
Towards Robust Benchmarking of Quantum Optimization Algorithms.
CoRR
David Bucher, Nico Kraus, Jonas Blenninger, Michael Lachner, Jonas Stein, Claudia Linnhoff-Popien
2023 Misc conf
Applying QNLP to Sentiment Analysis in Finance.
QCE
Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Müller, Claudia Linnhoff-Popien
2023 J jnl
Applying QNLP to sentiment analysis in finance.
CoRR
Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Müller, Claudia Linnhoff-Popien
2023 Misc conf
Approximative Lookup-Tables and Arbitrary Function Rotations for Facilitating NISQ-Implementations of the HHL and Beyond.
QCE
Petros Stougiannidis, Jonas Stein, David Bucher, Sebastian Zielinski, Claudia Linnhoff-Popien, Sebastian Feld
2023 J jnl
Approximative lookup-tables and arbitrary function rotations for facilitating NISQ-implementations of the HHL and beyond.
CoRR
Petros Stougiannidis, Jonas Stein, David Bucher, Sebastian Zielinski, Claudia Linnhoff-Popien, Sebastian Feld
2023 — conf
Black Box Optimization Using QUBO and the Cross Entropy Method.
ICCS (5)
Jonas Nüßlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld
2023 J jnl
Challenges for Reinforcement Learning in Quantum Computing.
CoRR
Philipp Altmann, Adelina Bärligea, Jonas Stein, Michael Kölle, Thomas Gabor, Thomy Phan, Claudia Linnhoff-Popien
2023 J jnl
Combining the QAOA and HHL Algorithm to achieve a Substantial Quantum Speedup for the Unit Commitment Problem.
CoRR
Jonas Stein, Jezer Jojo, Afrah Farea, David Bucher, Philipp Altmann, Claudia Linnhoff-Popien
2023 J jnl
Disentangling Quantum and Classical Contributions in Hybrid Quantum Machine Learning Architectures.
CoRR
Michael Kölle, Jonas Maurer, Philipp Altmann, Leo Sünkel, Jonas Stein, Claudia Linnhoff-Popien
2023 — conf
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
GECCO Companion
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
2023 J jnl
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA.
CoRR
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
2023 J jnl
Exploring Unsupervised Anomaly Detection with Quantum Boltzmann Machines in Fraud Detection.
CoRR
Jonas Stein, Daniëlle Schuman, Magdalena Benkard, Thomas Holger, Wanja Sajko, Michael Kölle, Jonas Nüßlein, Leo Sünkel, Olivier Salomon, Claudia Linnhoff-Popien
2023 — conf
Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping.
ICAART (2)
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien
2023 J jnl
Improving Parameter Training for VQEs by Sequential Hamiltonian Assembly.
CoRR
Jonas Stein, Navid Roshani, Maximilian Zorn, Philipp Altmann, Michael Kölle, Claudia Linnhoff-Popien
2023 — conf
Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study.
GECCO Companion
Sebastian Zielinski, Jonas Nüßlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
2023 J jnl
Introducing Reducing-Width-QNNs, an AI-inspired Ansatz design pattern.
CoRR
Jonas Stein, Tobias Rohe, Francesco Nappi, Julian Hager, David Bucher, Maximilian Zorn, Michael Kölle, Claudia Linnhoff-Popien
2023 J jnl
Quantum Surrogate Modeling for Chemical and Pharmaceutical Development.
CoRR
Jonas Stein, Michael Poppel, Philip Adamczyk, Ramona Fabry, Zixin Wu, Michael Kölle, Jonas Nüßlein, Daniëlle Schuman, Philipp Altmann, Thomas Ehmer, Vijay Narasimhan, Claudia Linnhoff-Popien
2023 — conf
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training.
ICAART (3)
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
2023 J jnl
SEQUENT: Towards Traceable Quantum Machine Learning using Sequential Quantum Enhanced Training.
CoRR
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
2023 Misc conf
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-Based Quantum Boltzmann Machines.
QCE
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2023 J jnl
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines.
CoRR
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
2023 J jnl
Weight Re-Mapping for Variational Quantum Algorithms.
CoRR
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien
2023 — conf
Weight Re-mapping for Variational Quantum Algorithms.
ICAART (Revised Selected Paper)
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Tobias Rohe, Robert Müller, Claudia Linnhoff-Popien
2022 J jnl
Improving Convergence for Quantum Variational Classifiers using Weight Re-Mapping.
CoRR
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Balthasar Mansky, Julian Hager, Claudia Linnhoff-Popien
2022 — conf
Modifying the quantum-assisted genetic algorithm.
GECCO Companion
Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien
2022 J jnl
NISQ-ready community detection based on separation-node identification.
CoRR
Jonas Stein, Dominik Ott, Mirco Schönfeld, Sebastian Feld
2022 J jnl
Optimization of QKD Networks with Classical and Quantum Annealing.
CoRR
Bob Godar, Christoph Roch, Jonas Stein, Marc Geitz, Bettina Lehmann, Matthias Gunkel, Volker Fürst, Fred Hofmann