Lorenzo Buffoni

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Duccio FanelliUniversity of FlorenceVerificeret mail på unifi.it
Michele CampisiNEST, CNR-NANO and Scuola Normale SuperioreVerificeret mail på nano.cnr.it
Lorenzo GiambagliFreie Universität BerlinVerificeret mail på zedat.fu-berlin.de
Stefano GherardiniCNR-INO (National Institute of Optics) & LENS (UNIFI)Verificeret mail på lens.unifi.it
Tommaso BiancalaniGenentechVerificeret mail på gene.com
Lorenzo ChicchiPost-doctoral researcher, University of FlorenceVerificeret mail på unifi.it
Gabriele ScaliaGenentechVerificeret mail på gene.com
Filippo CarusoFull Professor in Physics, Florence UniversityVerificeret mail på unifi.it
Neriman TokcanUniversity of Massachusetts BostonVerificeret mail på umb.edu
Meng ZhangScripps ResearchVerificeret mail på scripps.edu
Aman SangerStudent, Massachusetts Institute of TechnologyVerificeret mail på mit.edu
Ziqing LuGenentechVerificeret mail på gene.com
Michal Lipinski, PhDSenior Research Scientist, Spatial Technology Platform, Broad InstituteVerificeret mail på broadinstitute.org
Xiaowei ZhuangProfessor of Chemistry and Chemical Biology, Harvard UniversityVerificeret mail på chemistry.harvard.edu
Sanja VickovicNYGC, Columbia University, Uppsala UniversityVerificeret mail på nygenome.org
Inbal Avraham-DavidiVerificeret mail på broadinstitute.org
Asa SegerstolpeResearch ScientistVerificeret mail på broadinstitute.org
Andrea SolfanelliPhD Student, SISSA, TriesteVerificeret mail på sissa.it
Raffaele MarinoUniversità degli Studi di FirenzeVerificeret mail på unifi.it
timoteo carlettiNamur Center for Complex SystemsVerificeret mail på fundp.ac.be

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Lorenzo Buffoni

Researcher, Department of Physics and Astronomy, University of Florence

Verificeret mail på unifi.it - Startside

Quantum Information Machine Learning Quantum Thermodynamics


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
Deep learning and alignment of spatially resolved single-cell transcriptomes with Tangram T Biancalani, G Scalia, L Buffoni, R Avasthi, Z Lu, A Sanger, N Tokcan, ... Nature methods 18 (11), 1352-1362, 2021	553	2021
Quantum measurement cooling L Buffoni, A Solfanelli, P Verrucchi, A Cuccoli, M Campisi Physical Review Letters 122 (7), 070603, 2019	173	2019
A path towards quantum advantage in training deep generative models with quantum annealers W Winci, L Buffoni, H Sadeghi, A Khoshaman, E Andriyash, MH Amin Machine Learning: Science and Technology 1 (4), 045028, 2020	67	2020
Forecasting the future of artificial intelligence with machine learning-based link prediction in an exponentially growing knowledge network M Krenn, L Buffoni, B Coutinho, S Eppel, JG Foster, A Gritsevskiy, H Lee, ... Nature Machine Intelligence 5 (11), 1326-1335, 2023	65*	2023
Stepwise-edited, human melanoma models reveal mutations’ effect on tumor and microenvironment E Hodis, ET Triglia, JYH Kwon, T Biancalani, LR Zakka, S Parkar, ... Science 376 (6592), eabi8175, 2022	47	2022
Thermodynamics of a quantum annealer L Buffoni, M Campisi Quantum Science and Technology 5 (3), 035013, 2020	44	2020
Machine learning in spectral domain L Giambagli, L Buffoni, T Carletti, W Nocentini, D Fanelli Nature communications 12 (1), 1330, 2021	43	2021
Experimental characterization of the energetics of quantum logic gates V Cimini, S Gherardini, M Barbieri, I Gianani, M Sbroscia, L Buffoni, ... npj Quantum Information 6 (1), 96, 2020	40	2020
Quantum reinforcement learning: the maze problem N Dalla Pozza, L Buffoni, S Martina, F Caruso Quantum Machine Intelligence 4 (1), 11, 2022	37	2022
Pixelvae++: Improved pixelvae with discrete prior H Sadeghi, E Andriyash, W Vinci, L Buffoni, MH Amin arXiv preprint arXiv:1908.09948, 2019	35	2019
Maximal energy extraction via quantum measurement A Solfanelli, L Buffoni, A Cuccoli, M Campisi Journal of Statistical Mechanics: Theory and Experiment 2019 (9), 094003, 2019	30	2019
Third law of thermodynamics and the scaling of quantum computers L Buffoni, S Gherardini, E Zambrini Cruzeiro, Y Omar Physical Review Letters 129 (15), 150602, 2022	28	2022
Non-equilibrium quantum-heat statistics under stochastic projective measurements S Gherardini, L Buffoni, MM Mueller, F Caruso, M Campisi, A Trombettoni, ... Physical Review E 98 (3), 032108, 2018	28	2018
New trends in quantum machine learning (a) L Buffoni, F Caruso Europhysics Letters 132 (6), 60004, 2021	27	2021
Learning the noise fingerprint of quantum devices S Martina, L Buffoni, S Gherardini, F Caruso Quantum Machine Intelligence 4 (1), 8, 2022	25	2022
Spectral pruning of fully connected layers L Buffoni, E Civitelli, L Giambagli, L Chicchi, D Fanelli Scientific Reports 12 (1), 11201, 2022	22	2022
Experimental quantum embedding for machine learning I Gianani, I Mastroserio, L Buffoni, N Bruno, L Donati, V Cimini, M Barbieri, ... Advanced Quantum Technologies 5 (8), 2100140, 2022	21	2022
Training of sparse and dense deep neural networks: Fewer parameters, same performance L Chicchi, L Giambagli, L Buffoni, T Carletti, M Ciavarella, D Fanelli Physical Review E 104 (5), 054312, 2021	17	2021
Improved bound on entropy production in a quantum annealer M Campisi, L Buffoni Physical Review E 104 (2), L022102, 2021	17*	2021
Cooperative quantum information erasure L Buffoni, M Campisi Quantum 7, 961, 2023	15	2023

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