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2020 – today
- 2025
[j14]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
- [c7]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 - [i10]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) - [i9]Francesca Schiavello, Edoardo Altamura, Ivano Tavernelli, Stefano Mensa, Benjamin C. B. Symons:
Evolving a Multi-Population Evolutionary-QAOA on Distributed QPUs. CoRR abs/2409.10739 (2024) - 2023
- [j13]Manuel John, Julian Schuhmacher, Panagiotis Kl. Barkoutsos, Ivano Tavernelli, Francesco Tacchino:
Optimizing Quantum Classification Algorithms on Classical Benchmark Datasets. Entropy 25(6): 860 (2023) - [j12]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) - [j11]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) - [j10]Alexander Miessen, Pauline J. Ollitrault, Francesco Tacchino, Ivano Tavernelli:
Quantum algorithms for quantum dynamics. Nat. Comput. Sci. 3(1): 25-37 (2023) - [j9]Lorenzo Laneve, Francesco Tacchino, Ivano Tavernelli:
On Hitting Times for General Quantum Markov Processes. Quantum 7: 1056 (2023) - [j8]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) - [c6]Waheeda Saib, Xavier Bonet-Monroig, Vedran Dunjko, Ivano Tavernelli, Thomas Bäck, Hao Wang:
Benchmarking Adaptive Quantum Circuit Optimization Algorithms for Quantum Chemistry. QCE 2023: 83-88 - [c5]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]Kinga Anna Wozniak, Vasilis Belis, Ema Puljak, Panagiotis Kl. Barkoutsos, Günther Dissertori, Michele Grossi, Maurizio Pierini, Florentin Reiter, Ivano Tavernelli, Sofia Vallecorsa:
Quantum anomaly detection in the latent space of proton collision events at the LHC. CoRR abs/2301.10780 (2023) - [i7]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) - [i6]Max Rossmannek, Fabijan Pavosevic, Angel Rubio, Ivano Tavernelli:
Quantum Embedding Method for the Simulation of Strongly Correlated Systems on Quantum Computers. CoRR abs/2302.03052 (2023) - [i5]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
- [j7]Oriel Kiss, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli:
Quantum neural networks force fields generation. Mach. Learn. Sci. Technol. 3(3): 35004 (2022) - [i4]Oriel Kiss, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli:
Quantum neural networks force fields generation. CoRR abs/2203.04666 (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
- [j6]Davide Ferrari, Ivano Tavernelli, Michele Amoretti:
Deterministic algorithms for compiling quantum circuits with recurrent patterns. Quantum Inf. Process. 20(6): 213 (2021) - [j5]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]Davide Ferrari, Ivano Tavernelli, Michele Amoretti:
Deterministic Algorithms for Compiling Quantum Circuits with Recurrent Patterns. CoRR abs/2102.08765 (2021) - 2020
- [j4]Panagiotis Kl. Barkoutsos, Giacomo Nannicini, Anton Robert, Ivano Tavernelli, Stefan Woerner:
Improving Variational Quantum Optimization using CVaR. Quantum 4: 256 (2020) - [c4]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 - [c3]Francesco Tacchino, Panagiotis Kl. Barkoutsos, Chiara Macchiavello, Dario Gerace, Ivano Tavernelli, Daniele Bajoni:
Variational learning for quantum artificial neural networks. QCE 2020: 130-136
2010 – 2019
- 2016
- [c2]Peter W. J. Staar, Panagiotis Kl. Barkoutsos, Roxana Istrate, A. Cristiano I. Malossi, Ivano Tavernelli, Nikolaj Moll, Heiner Giefers, Christoph Hagleitner, Costas Bekas, Alessandro Curioni:
Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance. IPDPS 2016: 812-821 - [c1]Valéry Weber, A. Cristiano I. Malossi, Ivano Tavernelli, Teodoro Laino, Costas Bekas, Manish Modani, Nina Wilner, Tom Heller, Alessandro Curioni:
First Experiences with ab initio Molecular Dynamics on OpenPOWER: The Case of CPMD. ISC Workshops 2016: 228-234 - 2014
- [j3]Felipe Franco de Carvalho, Marine E. F. Bouduban, Basile F. E. Curchod, Ivano Tavernelli:
Nonadiabatic Molecular Dynamics Based on Trajectories. Entropy 16(1): 62-85 (2014) - 2013
- [j2]Julian Garrec, Ivano Tavernelli, Ursula Rothlisberger:
Two Misfolding Routes for the Prion Protein around pH 4.5. PLoS Comput. Biol. 9(5) (2013) - 2011
- [j1]Stefano Vanni, Marilisa Neri, Ivano Tavernelli, Ursula Rothlisberger:
Predicting Novel Binding Modes of Agonists to β Adrenergic Receptors Using All-Atom Molecular Dynamics Simulations. PLoS Comput. Biol. 7(1) (2011)
Coauthor Index
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