Christian B. Mendl

1. Quantum Policy Iteration via Amplitude Estimation and Grover Search -- Towards Quantum Advantage for Reinforcement Learning
   2022/06/09 by Simon Wiedemann, Daniel Hein, Wiedemann, Simon +5 · 6 citations
   Computer Science · #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)
2. Integration of Quantum Accelerators with High Performance Computing -- A Review of Quantum Programming Tools
   2023/09/12 by Amr Elsharkawy, Elsharkawy, Amr, Xiao-Ting Michelle To +21 · 6 citations
   Computer Science · #Cloud Computing and Resource Management #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Mathematical Software (cs.MS) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
3. Riemannian quantum circuit optimization based on matrix product operators
   2025/01/15 by Isabel Nha Minh Le, Shuo Sun, Le, Isabel Nha Minh +3 · 4 citations
   Computer Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
4. Quantum Wasserstein GANs for State Preparation at Unseen Points of a Phase Diagram
   2023/09/18 by Wiktor Jurasz, Christian B. Mendl, Jurasz, Wiktor +1 · 1 citation
   Computer Science · #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
5. Predicting interacting Green's functions with neural networks
   2024/11/20 by E. S. Agapov, Agapov, Egor, Oriol Bertomeu +5 · 1 citation
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Neural Networks and Applications #Strongly Correlated Electrons (cond-mat.str-el)