Julian Schuhmacher

Publication Activity (10 Years)

Years Active: 2023-2023
Publications (10 Years): 5

Top Topics

Anomaly Detection

Invariance Properties

Top Venues

Mach. Learn. Sci. Technol.

Publications

Julian Schuhmacher, Laura Boggia, Vasilis Belis, Ema Puljak, Michele Grossi, Maurizio Pierini, Sofia Vallecorsa, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli
Unravelling physics beyond the standard model with classical and quantum anomaly detection. Mach. Learn. Sci. Technol. 4 (4) (2023)
Manuel John, Julian Schuhmacher, Panagiotis Kl. Barkoutsos, Ivano Tavernelli, Francesco Tacchino
Optimizing Quantum Classification Algorithms on Classical Benchmark Datasets. Entropy 25 (6) (2023)
Elie Bermot, Christa Zoufal, Michele Grossi, Julian Schuhmacher, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli
Quantum Generative Adversarial Networks For Anomaly Detection In High Energy Physics. QCE (2023)
Isabel Nha Minh Le, Oriel Kiss, Julian Schuhmacher, Ivano Tavernelli, Francesco Tacchino
Symmetry-invariant quantum machine learning force fields. CoRR (2023)
Julian Schuhmacher, Laura Boggia, Vasilis Belis, Ema Puljak, Michele Grossi, Maurizio Pierini, Sofia Vallecorsa, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli
Unravelling physics beyond the standard model with classical and quantum anomaly detection. CoRR (2023)