Quantum machine learning in the latent space of high energy physics events
- Kinga Anna Woźniak
- Vasilis Belis
- et al.
- 2021
- ACAT 2021
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93 results for Ivano Tavernelli
An quantum algorithm for feedforward neural networks tested on existing quantum hardware
- Francesco Tacchino1
- Dario Gerace
- et al.
- 2020
- ESANN 2020
Efficient Quantum Simulation of Dynamic Correlations on Superconducting Quantum Computers
- Francesco Tacchino
- Michele Grossi
- et al.
- 2019
- CLEO 2019
Extended wavefunctions for the Variational Quantum Eigensolver
- Francesco Benfenati
- Leonardo Guidoni
- et al.
- 2019
- QIM 2019
Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance
- Peter Staar
- Panagiotis Kl. Barkoutsos
- et al.
- 2016
- IPDPS 2016
Quantum data learning for quantum simulations in high-energy physics
- Lento Nagano
- Alexander Miessen
- et al.
- 2023
- PRResearch
Unravelling physics beyond the standard model with classical and quantum anomaly detection
- Julian Schuhmacher
- Laura Boggia
- et al.
- 2023
- Machine Learning: Science and Tech.
Optimizing Quantum Classification Algorithms on Classical Benchmark Datasets
- Manuel John
- Julian Schuhmacher
- et al.
- 2023
- Entropy
Quantum algorithms for quantum dynamics
- Alexander Miessen
- Pauline J. Ollitrault
- et al.
- 2022
- Nat. Comput. Sci.
Extending the reach of quantum computing for materials science with machine learning potentials
- Julian Schuhmacher
- Guglielmo Mazzola
- et al.
- 2022
- AIP Advances