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Shapes are not enough: CONSERVAttack and its use for finding vulnerabilities and uncertainties in machine learning applications2026 The European Physical Journal C article Computer Science Adversarial Robustness in Machine Learning Open access
P. Bechtle, Lucie Flek, A. Jung, Akbar Karimi, Timo Saala, Alexander Schmidt, +4 more
1citations -
Quantum Generative Modeling for Calorimeter Simulations in Noisy Quantum Device2025 European Physical Society Conference on High Energy Physics (EPS-HEP) conference-paper Computer Science Quantum Computing Algorithms and Architecture Open access
Saverio Monaco, Florian Rehm, M. Scham, Dirk Krücker, K. Borras, J. Slim
0citations -
Reduced Precision Strategies for Deep Learning : A High Energy Physics Generative Adversarial Network Use Case2021 RWTH Publications (RWTH Aachen) conference-paper Computer Science Advanced Neural Network Applications Open access
Florian Rehm, Sofia Vallecorsa, Vikram A. Saletore, Hans Pabst, Adel Chaibi, Valeriu Codreanu, +2 more
12citations -
Quantum Computing for High-Energy Physics: State of the Art and Challenges2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Alberto Di Meglio, Karl Jansen, Ivano Tavernelli, Constantia Alexandrou, Srinivasan Arunachalam, C. Bauer, +39 more
19citations -
Orbital transformations to reduce the 1-norm of the electronic structure Hamiltonian for quantum computing applications2021 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent
Emiel Koridon, Saad Yalouz, Bruno Senjean, Francesco Buda, Thomas E. O’Brien, Lucas Visscher
38citations -
Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models2025 Archive ouverte UNIGE (University of Geneva) article Computer Science Artificial Intelligence Applications Open access
Kristian González Barman, S. Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, +15 more
1citations