J. Lorenz

1. Evaluating the impact of noise on the performance of the Variational Quantum Eigensolver
   2022/09/26 by Marita Oliv, Oliv, Marita, A. Matic +5 · 4 citations
   Computer Science · Physics and Astronomy · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Quantum and electron transport phenomena
2. Quantum-classical convolutional neural networks in radiological image classification
   2022/04/26 by A. Matic, Maureen Monnet, Matic, Andrea +7 · 3 citations
   Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
3. Understanding the effects of data encoding on quantum-classical convolutional neural networks
   2024/05/05 by Maureen Monnet, Nermine Chaabani, Monnet, Maureen +7 · 5 citations
   Computer Science · #Neural Networks and Applications #Quantum Computing Algorithms and Architecture
4. Systematic benchmarking of quantum computers: status and recommendations
   2025/03/06 by J. Lorenz, Lorenz, Jeanette Miriam, Thomas Monz +25 · 8 citations
   Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
5. Hamiltonian-based Quantum Reinforcement Learning for Neural Combinatorial Optimization
   2024/05/13 by Georg Kruse, Kruse, Georg, Rodrigo Coehlo +7 · 3 citations
   Computer Science · #Quantum Computing Algorithms and Architecture
6. Quantum Neural Networks under Depolarization Noise: Exploring White-Box Attacks and Defenses
   2023/11/29 by David Winderl, Nicola Franco, Winderl, David +3 · 1 citation
   Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Physical Unclonable Functions (PUFs) and Hardware Security #Quantum Physics (quant-ph)
7. Creating Automated Quantum-Assisted Solutions for Optimization Problems
   2024/09/30 by Benedikt Poggel, Xiomara Runge, Poggel, Benedikt +5 · 1 citation
   Computer Science · #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)