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Michele Grossi

University of Oviedo

17H-index
134Paper Count
1.2KCitation Count
Published Papers 30
Publication Date
Learning reduced representations for quantum classifiers
err2025-12-01
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errPatrick Odagiu; Vasilis Belis; Lennart Schulze; Panagiotis Barkoutsos; Michele Grossi; Florentin Reiter; Günther Dissertori; Ivano Tavernelli; Sofia Vallecorsa
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Quantum Chebyshev probabilistic models for fragmentation functions
err2025-11-19
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errOAAI
errJorge J. Martínez de Lejarza; Hsin-Yu Wu; Oleksandr Kyriienko; Germán Rodrigo; Michele Grossi
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Expressive equivalence of classical and quantum restricted Boltzmann machines
err2025-10-29
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errOAAI
errMaria Demidik; Cenk Tüysüz; Nico Piatkowski; Michele Grossi; Karl Jansen
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Guided graph compression for quantum graph neural networks
err2025-09-30
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errCasals, Mikel; Belis, Vasilis; Combarro, Elias F.; Alarcon, Eduard; Vallecorsa, Sofia; Grossi, Michele
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Parameterized quantum circuits as universal generative models for continuous multivariate distributions
err2025-07-22
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errOAAI
errAlice Barthe; Michele Grossi; Sofia Vallecorsa; Jordi Tura; Vedran Dunjko
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A study on quantum graph neural networks applied to molecular physics
err2025-05-28
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errOAAI
errPiperno, Simone; Ceschini, Andrea; Chang, Su Yeon; Grossi, Michele; Vallecorsa, Sofia; Panella, Massimo
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Trainability barriers and opportunities in quantum generative modeling
err2024-11-13
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errOAAI
errRudolph, Manuel S.; Lerch, Sacha; Thanasilp, Supanut; Kiss, Oriel; Shaya, Oxana; Vallecorsa, Sofia; Grossi, Michele; Holmes, Zoe
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Quantum-centric supercomputing for materials science: A perspective on challenges and future directions
err2024-11-01
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errOAAI
errAlexeev, Yuri; Amsler, Maximilian; Barroca, Marco Antonio; Bassini, Sanzio; Battelle, Torey; Camps, Daan; Casanova, David; Choi, Young Jay; Chong, Frederic T.; Chung, Charles; Codella, Christopher; Corcoles, Antonio D.; Cruise, James; Di Meglio, Alberto; Duran, Ivan; Eckl, Thomas; Economou, Sophia; Eidenbenz, Stephan; Elmegreen, Bruce; Fare, Clyde; Faro, Ismael; Fernandez, Cristina Sanz; Ferreira, Rodrigo Neumann Barros; Fuji, Keisuke; Fuller, Bryce; Gagliardi, Laura; Galli, Giulia; Glick, Jennifer R.; Gobbi, Isacco; Gokhale, Pranav; Gonzalez, Salvador de la Puente; Greiner, Johannes; Gropp, Bill; Grossi, Michele; Gull, Emanuel; Healy, Burns; Hermes, Matthew R.; Huang, Benchen; Humble, Travis S.; Ito, Nobuyasu; Izmaylov, Artur F.; Javadi-Abhari, Ali; Jennewein, Douglas; Jha, Shantenu; Jiang, Liang; Jones, Barbara; de Jong, Wibe Albert; Jurcevic, Petar; Kirby, William; Kister, Stefan; Kitagawa, Masahiro; Klassen, Joel; Klymko, Katherine; Koh, Kwangwon; Kondo, Masaaki; Kurkcuoglu, Doga Murat; Kurowski, Krzysztof; Laino, Teodoro; Landfield, Ryan; Leininger, Matt; Leyton-Ortega, Vicente; Li, Ang; Lin, Meifeng; Liu, Junyu; Lorente, Nicolas; Luckow, Andre; Martiel, Simon; Martin-Fernandez, Francisco; Martonosi, Margaret; Marvinney, Claire; Medina, Arcesio Castaneda; Merten, Dirk; Mezzacapo, Antonio; Michielsen, Kristel; Mitra, Abhishek; Mittal, Tushar; Moon, Kyungsun; Moore, Joel; Mostame, Sarah; Motta, Mario; Na, Young-Hye; Nam, Yunseong; Narang, Prineha; Ohnishi, Yu-ya; Ottaviani, Daniele; Otten, Matthew; Pakin, Scott; Pascuzzi, Vincent R.; Pednault, Edwin; Piontek, Tomasz; Pitera, Jed; Rall, Patrick; Ravi, Gokul Subramanian; Robertson, Niall; Rossi, Matteo A. C.; Rydlichowski, Piotr; Ryu, Hoon; Samsonidze, Georgy; Sato, Mitsuhisa; Saurabh, Nishant; Sharma, Vidushi; Sharma, Kunal; Shin, Soyoung; Slessman, George; Steiner, Mathias; Sitdikov, Iskandar; Suh, In-Saeng; Switzer, Eric D.; Tang, Wei; Thompson, Joel; Todo, Synge; Tran, Minh C.; Trenev, Dimitar; Trott, Christian; Tseng, Huan-Hsin; Tubman, Norm M.; Tureci, Esin; Valinas, David Garcia; Vallecorsa, Sofia; Wever, Christopher; Wojciechowski, Konrad; Wu, Xiaodi; Yoo, Shinjae; Yoshioka, Nobuyuki; Yu, Victor Wen-zhe; Yunoki, Seiji; Zhuk, Sergiy; Zubarev, Dmitry
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Quantum anomaly detection in the latent space of proton collision events at the LHC
err2024-10-14
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errBelis, Vasilis; Wozniak, Kinga Anna; Puljak, Ema; Barkoutsos, Panagiotis; Dissertori, Gunther; Grossi, Michele; Pierini, Maurizio; Reiter, Florentin; Tavernelli, Ivano; Vallecorsa, Sofia
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Network medicine-based epistasis detection in complex diseases: ready for quantum computing
err2024-08-23
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errHoffmann, Markus; Poschenrieder, Julian M.; Incudini, Massimiliano; Baier, Sylvie; Fritz, Amelie; Maier, Andreas; Hartung, Michael; Hoffmann, Christian; Trummer, Nico; Adamowicz, Klaudia; Picciani, Mario; Scheibling, Evelyn; Harl, Maximilian, V; Lesch, Ingmar; Frey, Hunor; Kayser, Simon; Wissenberg, Paul; Schwartz, Leon; Hafner, Leon; Acharya, Aakriti; Hackl, Lena; Grabert, Gordon; Lee, Sung-Gwon; Cho, Gyuhyeok; Cloward, Matthew E.; Jankowski, Jakub; Lee, Hye Kyung; Tsoy, Olga; Wenke, Nina; Pedersen, Anders Gorm; Bonnelykke, Klaus; Mandarino, Antonio; Melograna, Federico; Schulz, Laura; Climente-Gonzalez, Hector; Wilhelm, Mathias; Iapichino, Luigi; Wienbrandt, Lars; Ellinghaus, David; Van Steen, Kristel; Grossi, Michele; Furth, Priscilla A.; Hennighausen, Lothar; Di Pierro, Alessandra; Baumbach, Jan; Kacprowski, Tim; List, Markus; Blumenthal, David B.
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Symmetry Breaking in Geometric Quantum Machine Learning in the Presence of Noise
err2024-07-23
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errTuysuz, Cenk; Chang, Su Yeon; Demidik, Maria; Jansen, Karl; Vallecorsa, Sofia; Grossi, Michele
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Guided quantum compression for high dimensional data classification
err2024-07-16
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errBelis, Vasilis; Odagiu, Patrick; Grossi, Michele; Reiter, Florentin; Dissertori, Guenther; Vallecorsa, Sofia
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Qutrit quantum battery: Comparing different charging protocols
err2024-04-24
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PREAI
errGemme, Giulia; Grossi, Michele; Vallecorsa, Sofia; Sassetti, Maura; Ferraro, Dario
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Hybrid ground-state quantum algorithms based on neural Schrödinger forging
err2024-04-04
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errde Schoulepnikoff, Paulin; Kiss, Oriel; Vallecorsa, Sofia; Carleo, Giuseppe; Grossi, Michele
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Hybrid actor-critic algorithm for quantum reinforcement learning at CERN beam lines
err2024-02-21
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errOAAI
errSchenk, Michael; Combarro, Elias F.; Grossi, Michele; Kain, Verena; Li, Kevin Shing Bruce; Popa, Mircea-Marian; Vallecorsa, Sofia
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Automatic and Effective Discovery of Quantum Kernels
err2024-01-01
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errOAAI
errIncudini, Massimiliano; Bosco, Daniele Lizzio; Martini, Francesco; Grossi, Michele; Serra, Giuseppe; Di Pierro, Alessandra
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Noisy gates for simulating quantum computers
err2023-12-06
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errOAAI
errDi Bartolomeo, Giovanni; Vischi, Michele; Cesa, Francesco; Wixinger, Roman; Grossi, Michele; Donadi, Sandro; Bassi, Angelo
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Unravelling physics beyond the standard model with classical and quantum anomaly detection
err2023-11-16
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errOAAI
errSchuhmacher, Julian; Boggia, Laura; Belis, Vasilis; Puljak, Ema; Grossi, Michele; Pierini, Maurizio; Vallecorsa, Sofia; Tacchino, Francesco; Barkoutsos, Panagiotis; Tavernelli, Ivano
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Precise image generation on current noisy quantum computing devices
err2023-10-30
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errOAAI
errRehm, Florian; Vallecorsa, Sofia; Borras, Kerstin; Kruecker, Dirk; Grossi, Michele; Varo, Valle
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