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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 -
Pooled two-cohort MRI body composition phenotyping with open-source deep learning2026 Communications Medicine article Computer Science Medical Image Segmentation Techniques Open access
Christian J. Mertens, Hartmut Häntze, Sebastian Ziegelmayer, Jakob Nikolas Kather, Daniel Truhn, Su Hwan Kim, +30 more
0citations -
Smaller generalization error derived for a deep residual neural network compared with shallow networks2022 IMA Journal of Numerical Analysis article Computer Science Stochastic Gradient Optimization Techniques Open access
Aku Kammonen, Jonas Kiessling, Petr Plecháč, Mattias Sandberg, Anders Szepessy, Raul F. Tempone
4citations -
Performance comparison of optimization methods on variational quantum algorithms2023 Physical Review A article Computer Science Quantum Computing Algorithms and Architecture Open access
Xavier Bonet-Monroig, Hao Wang, Diederick Vermetten, Bruno Senjean, Charles Moussa, Thomas Bäck, +2 more
103citations -
Analytical Nonadiabatic Couplings and Gradients within the State-Averaged Orbital-Optimized Variational Quantum Eigensolver2022 Journal of Chemical Theory and Computation article Computer Science Quantum Computing Algorithms and Architecture Open access
Saad Yalouz, Emiel Koridon, Bruno Senjean, Benjamin Lasorne, Francesco Buda, Lucas Visscher
42citations -
Adversarial Robustness of Time-Series Classification for Crystal Collimator Alignment2026 CERN Document Server (European Organization for Nuclear Research) article Computer Science Adversarial Robustness in Machine Learning Open access
Xaver Fink, Borja Fernández Adiego, Daniele Mirarchi, Eloise Matheson, Álvaro García González, Gianmarco Ricci, +1 more
0citations
15 results