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2020 – today
- 2023
[i6]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 abs/2301.10787 (2023)- 2022
- [j3]Oriel Kiss
, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli:
Quantum neural networks force fields generation. Mach. Learn. Sci. Technol. 3(3): 35004 (2022) - [i5]Oriel Kiss, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli:
Quantum neural networks force fields generation. CoRR abs/2203.04666 (2022) - [i4]Junyu Liu, Khadijeh Najafi, Kunal Sharma, Francesco Tacchino, Liang Jiang, Antonio Mezzacapo:
An analytic theory for the dynamics of wide quantum neural networks. CoRR abs/2203.16711 (2022) - [i3]Stefano Mensa, Emre Sahin, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli:
Quantum Machine Learning Framework for Virtual Screening in Drug Discovery: a Prospective Quantum Advantage. CoRR abs/2204.04017 (2022) - [i2]Lorenzo Laneve, Francesco Tacchino, Ivano Tavernelli:
On Hitting Times for General Quantum Markov Processes. CoRR abs/2210.10188 (2022) - 2021
- [j2]Philippe Suchsland, Francesco Tacchino, Mark H. Fischer, Titus Neupert, Panagiotis Kl. Barkoutsos, Ivano Tavernelli:
Algorithmic Error Mitigation Scheme for Current Quantum Processors. Quantum 5: 492 (2021) - [i1]Junyu Liu, Francesco Tacchino, Jennifer R. Glick, Liang Jiang, Antonio Mezzacapo:
Representation Learning via Quantum Neural Tangent Kernels. CoRR abs/2111.04225 (2021) - 2020
- [j1]Stefano Mangini, Francesco Tacchino, Dario Gerace, Chiara Macchiavello, Daniele Bajoni:
Quantum computing model of an artificial neuron with continuously valued input data. Mach. Learn. Sci. Technol. 1(4): 45008 (2020) - [c2]Daniele Bajoni, Dario Gerace, Chiara Macchiavello, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli:
An quantum algorithm for feedforward neural networks tested on existing quantum hardware. ESANN 2020: 285-290 - [c1]Francesco Tacchino, Panagiotis Kl. Barkoutsos, Chiara Macchiavello, Dario Gerace, Ivano Tavernelli, Daniele Bajoni:
Variational learning for quantum artificial neural networks. QCE 2020: 130-136
Coauthor Index
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last updated on 2023-02-01 22:19 CET by the dblp team
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