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2020 – today
- 2025
[j11]Yahui Chai
, Arianna Crippa, Karl Jansen, Stefan Kühn, Vincent R. Pascuzzi, Francesco Tacchino, Ivano Tavernelli:
Fermionic wave packet scattering: a quantum computing approach. Quantum 9: 1638 (2025)- 2024
- [c4]Nicola Mariella, Albert Akhriev, Francesco Tacchino, Christa Zoufal, Juan Carlos Gonzalez-Espitia, Benedek Harsanyi, Eugene Koskin, Ivano Tavernelli, Stefan Woerner, Marianna Rapsomaniki, Sergiy Zhuk, Jannis Born:
Quantum Theory and Application of Contextual Optimal Transport. ICML 2024 - [i9]Nicola Mariella, Albert Akhriev, Francesco Tacchino, Christa Zoufal, Juan Carlos Gonzalez-Espitia, Benedek Harsanyi, Eugene Koskin, Ivano Tavernelli, Stefan Woerner, Marianna Rapsomaniki, Sergiy Zhuk, Jannis Born:
Quantum Theory and Application of Contextual Optimal Transport. CoRR abs/2402.14991 (2024) - 2023
- [j10]Manuel John, Julian Schuhmacher, Panagiotis Kl. Barkoutsos, Ivano Tavernelli, Francesco Tacchino:
Optimizing Quantum Classification Algorithms on Classical Benchmark Datasets. Entropy 25(6): 860 (2023) - [j9]Stefano Mensa, Mustafa Emre Sahin, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli:
Quantum machine learning framework for virtual screening in drug discovery: a prospective quantum advantage. Mach. Learn. Sci. Technol. 4(1): 15023 (2023) - [j8]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): 45031 (2023) - [j7]Alexander Miessen, Pauline J. Ollitrault, Francesco Tacchino, Ivano Tavernelli:
Quantum algorithms for quantum dynamics. Nat. Comput. Sci. 3(1): 25-37 (2023) - [j6]Lorenzo Laneve, Francesco Tacchino, Ivano Tavernelli:
On Hitting Times for General Quantum Markov Processes. Quantum 7: 1056 (2023) - [j5]André Melo, Nathan Earnest-Noble, Francesco Tacchino:
Pulse-efficient quantum machine learning. Quantum 7: 1130 (2023) - [j4]Pauline J. Ollitrault, Sven Jandura, Alexander Miessen, Irene Burghardt, Rocco Martinazzo, Francesco Tacchino, Ivano Tavernelli:
Quantum algorithms for grid-based variational time evolution. Quantum 7: 1139 (2023) - [c3]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: 331-341 - [i8]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) - [i7]Gabriele Agliardi, Corey O'Meara, Kavitha Yogaraj, Kumar Jang Bahadur Ghosh, Piergiacomo Sabino, Marina Fernández-Campoamor, Giorgio Cortiana, Juan Bernabé-Moreno, Francesco Tacchino, Antonio Mezzacapo, Omar Shehab:
Quadratic quantum speedup in evaluating bilinear risk functions. CoRR abs/2304.10385 (2023) - [i6]Isabel Nha Minh Le, Oriel Kiss, Julian Schuhmacher, Ivano Tavernelli, Francesco Tacchino:
Symmetry-invariant quantum machine learning force fields. CoRR abs/2311.11362 (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, Mustafa 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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