Jonas Stein
- A Reinforcement Learning Environment for Directed Quantum Circuit Synthesis
2024/01/13 by Michael Kölle, Kölle, Michael, Tom Schubert +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Quantum Advantage Actor-Critic for Reinforcement Learning
2024/01/13 by Michael Kölle, Kölle, Michael, Hagog, Mohamad +10 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Challenges for Reinforcement Learning in Quantum Circuit Design
2023/12/18 by Philipp J. Altmann, Altmann, Philipp, Jonas Stein +12 · 4 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Quantum Denoising Diffusion Models
2024/01/13 by Michael Kölle, Gerhard Stenzel, Kölle, Michael +9 · 3 citations
Computer Science · #Computational Physics and Python Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- Exponential Quantum Speedup for Simulation-Based Optimization Applications
2023/05/15 by Jonas Stein, Stein, Jonas, Müller, Lukas +16 · 2 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum and electron transport phenomena
- Towards Robust Benchmarking of Quantum Optimization Algorithms
2024/05/13 by D. Bucher, Nico Kraus, Bucher, David +9 · 3 citations
Computer Science · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Optimizing Variational Quantum Circuits Using Metaheuristic Strategies in Reinforcement Learning
2024/08/02 by Michael Kölle, Kölle, Michael, Daniel Seidl +9 · 2 citations
Computer Science · Engineering · #Quantum Computing Algorithms and Architecture #Advancements in Semiconductor Devices and Circuit Design #Quantum Information and Cryptography
- Partisan belief in new misinformation is resistant to accuracy incentives
2024/10/30 by Jonas Stein, Marc Keuschnigg, Arnout van de Rijt · 1 voice · 1 citation
Social Sciences · #Misinformation and Its Impacts #Media Influence and Politics
- CUAOA: A Novel CUDA-Accelerated Simulation Framework for the QAOA
2024/07/17 by Jonas Stein, Stein, Jonas, D. Bucher +10 · 1 citation
Computer Science · #Distributed and Parallel Computing Systems #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Parallel Computing and Optimization Techniques #Quantum Physics (quant-ph) #Real-Time Systems Scheduling