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Enhancing variational quantum state diagonalization using reinforcement learning techniques2024 New Journal of Physics article Computer Science Quantum Computing Algorithms and Architecture Open access
Akash Kundu, Przemysław Bedełek, Mateusz Ostaszewski, Onur Danaci, Yash J. Patel, Vedran Dunjko, +1 more
12citations -
Gauged Gaussian projected entangled pair states: A high dimensional tensor network formulation for lattice gauge theories2024 Physical review. D/Physical review. D. article Physics and Astronomy Quantum many-body systems Open access
Ariel Kelman, Umberto Borla, Itay Gomelski, Jonathan Elyovich, Gertian Roose, Patrick Emonts, +1 more
9citations -
Trainability maximization using estimation of distribution algorithms assisted by surrogate modelling for quantum architecture search2024 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
Vicente P. Soloviev, Vedran Dunjko, Concha Bielza, Pedro Larrañaga, Hao Wang
2citations -
Trainability maximization using estimation of distribution algorithms assisted by surrogate modelling for quantum architecture search2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Vicente P. Soloviev, Vedran Dunjko, Concha Bielza, Pedro Larrañaga, Hao Wang
0citations -
Landscape Analysis Based vs. Domain-Specific Optimization for Engineering Design Applications: A Clear Case2024 IEEE Conference on Artificial Intelligence (CAI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access
Roy de Winter, Fu Xing Long, André Thomaser, Thomas Bäck, Bas van Stein, Anna V. Kononova
2citations