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Author: Caruso Filippo
1) Transfer learning with generative models for object detection on limited datasets in MACHINE LEARNING-SCIENCE AND TECHNOLOGY
By: Paiano M., Martina S., Giannelli C., Caruso F. Year: 2024 (Cit.: 0 DOI: 10.1088/2632-2153/ad65b5)
2) Machine Learning based Noise Characterization and Correction on Neutral Atoms NISQ Devices in ADVANCED QUANTUM TECHNOLOGIES
By: Canonici E., Martina S., Mengoni R., Ottaviani D., Caruso F. Year: 2024 (Cit.: 2 DOI: 10.1002/qute.202300192)
3) Sensing microscopic noise events by frequent quantum measurements in PHYSICAL REVIEW APPLIED
By: Virzi S., Knoll LT., Avella A., Piacentini F., Gherardini S., Gramegna M., Kurizki G., Kofman AG., Degiovanni IP., Genovese M., Caruso F. Year: 2024 (Cit.: 1 DOI: 10.1103/PhysRevApplied.21.034014)
4) Quantum-Noise-Driven Generative Diffusion Models in ADVANCED QUANTUM TECHNOLOGIES
By: Parigi M., Martina S., Caruso F. Year: 2024 (Cit.: 5 DOI: 10.1002/qute.202300401)
5) The role of data embedding in equivariant quantum convolutional neural networks in QUANTUM MACHINE INTELLIGENCE
By: Das S., Martina S., Caruso F. Year: 2024 (Cit.: 1 DOI: 10.1007/s42484-024-00215-7)
6) Machine learning classification of non-Markovian noise disturbing quantum dynamics in PHYSICA SCRIPTA
By: Martina S.; Gherardini S.; Caruso F. Year: 2023 (Cit.: 6 DOI: 10.1088/1402-4896/acb39b)
7) A hybrid-qudit representation of digital RGB images in SCIENTIFIC REPORTS
By: Das S., Caruso F. Year: 2023 (Cit.: 3 DOI: 10.1038/s41598-023-39906-9)
8) Deep learning enhanced noise spectroscopy of a spin qubit environment in MACHINE LEARNING-SCIENCE AND TECHNOLOGY
By: Martina S., Hernandez-Gomez S., Gherardini S., Caruso F., Fabbri N. Year: 2023 (Cit.: 6 DOI: 10.1088/2632-2153/acd2a6)
9) Quantum pattern recognition on real quantum processing units in QUANTUM MACHINE INTELLIGENCE
By: Das S., Zhang JF., Martina S., Suter D., Caruso F. Year: 2023 (Cit.: 6 DOI: 10.1007/s42484-022-00093-x)
10) Transfer-tensor description of memory effects in open-system dynamics and multi-time statistics in QUANTUM SCIENCE AND TECHNOLOGY
By: Gherardini Stefano; Smirne Andrea; Huelga Susana F.; Caruso Filippo Year: 2022 (Cit.: 7 DOI: 10.1088/2058-9565/ac4422)
11) Quantum Zeno and Anti-Zeno Probes of Noise Correlations in Photon Polarization in PHYSICAL REVIEW LETTERS
By: Virzi S.; Avella A.; Piacentini F.; Gramegna M.; Opatrny T.; Kofman A.G.; Kurizki G.; Gherardini S.; Caruso F.; Degiovanni I.P.; Genovese M. Year: 2022 (Cit.: 16 DOI: 10.1103/PhysRevLett.129.030401)
12) Quantum reinforcement learning: the maze problem in QUANTUM MACHINE INTELLIGENCE
By: Dalla Pozza N.; Buffoni L.; Martina S.; Caruso F. Year: 2022 (Cit.: 14 DOI: 10.1007/s42484-022-00068-y)
13) Information flow and error scaling for fully quantum control in PHYSICAL REVIEW RESEARCH
By: Gherardini S.; Muller M.M.; Montangero S.; Calarco T.; Caruso F. Year: 2022 (Cit.: 4 DOI: 10.1103/PhysRevResearch.4.023027)
14) Experimental Quantum Embedding for Machine Learning in ADVANCED QUANTUM TECHNOLOGIES
By: Gianani I.; Mastroserio I.; Buffoni L.; Bruno N.; Donati L.; Cimini V.; Barbieri M.; Cataliotti F.S.; Caruso F. Year: 2022 (Cit.: 10 DOI: 10.1002/qute.202100140)
15) Learning the noise fingerprint of quantum devices in QUANTUM MACHINE INTELLIGENCE
By: Martina S., Buffoni L., Gherardini S., Caruso F. Year: 2022 (Cit.: 14 DOI: 10.1007/s42484-022-00066-0)
16) Topology identification of autonomous quantum dynamical networks in PHYSICAL REVIEW A
By: Gherardini S., Van Waarde H.J., Tesi P., Caruso F. Year: 2022 (Cit.: 0 DOI: 10.1103/PhysRevA.106.052426)
17) Experimental Realization of Optimal Time-Reversal on an Atom Chip for Quantum Undo Operations in ADVANCED QUANTUM TECHNOLOGIES
By: Mastroserio I., Gherardini S., Lovecchio C., Calarco T., Montangero S., Cataliotti F.S., Caruso F. Year: 2022 (Cit.: 2 DOI: 10.1002/qute.202200057)
18) Information theoretical limits for quantum optimal control solutions: error scaling of noisy control channels in SCIENTIFIC REPORTS
By: Muller M.M., Gherardini S., Calarco T., Montangero S., Caruso F. Year: 2022 (Cit.: 3 DOI: 10.1038/s41598-022-25770-6)
19) Noise fingerprints in quantum computers: Machine learning software tools in SOFTWARE IMPACTS
By: Martina S.; Gherardini S.; Buffoni L.; Caruso F. Year: 2022 (Cit.: 0 DOI: 10.1016/j.simpa.2022.100260)
20) Quantum Noise Sensing by Generating Fake Noise in PHYSICAL REVIEW APPLIED
By: Braccia P., Banchi L., Caruso F. Year: 2022 (Cit.: 9 DOI: 10.1103/PhysRevApplied.17.024002)
21) How to enhance quantum generative adversarial learning of noisy information in NEW JOURNAL OF PHYSICS
By: Braccia P.; Caruso F.; Banchi L. Year: 2021 (Cit.: 11 DOI: 10.1088/1367-2630/abf798)
22) Experimental characterization of the energetics of quantum logic gates in NPJ QUANTUM INFORMATION
By: Cimini V., Gherardini S., Barbieri M., Gianani I., Sbroscia M., Buffoni L., Paternostro M., Caruso F. Year: 2020 (Cit.: 30 DOI: 10.1038/s41534-020-00325-7)
23) Noise sensing via stochastic quantum Zeno in PHYSICS LETTERS A
By: Muller M.M.; Gherardini S.; Dalla Pozza N.; Caruso F. Year: 2020 (Cit.: 14 DOI: 10.1016/j.physleta.2020.126244)
24) Stabilizing open quantum batteries by sequential measurements in PHYSICAL REVIEW RESEARCH
By: Gherardini S.; Campaioli F.; Caruso F.; Binder F.C. Year: 2020 (Cit.: 77 DOI: 10.1103/PhysRevResearch.2.013095)
25) Irreversibility mitigation in unital non-Markovian quantum evolutions in PHYSICAL REVIEW RESEARCH
By: Gherardini S.; Marcantoni S.; Caruso F. Year: 2020 (Cit.: 6 DOI: 10.1103/PhysRevResearch.2.033250)
26) New trends in quantum machine learning in EUROPHYSICS LETTERS
By: Buffoni L., Caruso F. Year: 2020 (Cit.: 16 DOI: 10.1209/0295-5075/132/60004)
27) Experimental proof of quantum Zeno-assisted noise sensing in NEW JOURNAL OF PHYSICS
By: Do H.-V., Lovecchio C., Mastroserio I., Fabbri N., Cataliotti F. S., Gherardini S., M�ller M. M., Dalla Pozza N., Caruso F. Year: 2019 (Cit.: 24 DOI: 10.1088/1367-2630/ab5740)
28) Role of the filter functions in noise spectroscopy in INTERNATIONAL JOURNAL OF QUANTUM INFORMATION
By: Dalla Pozza Nicola; Gherardini Stefano; Mueller Matthias M.; Caruso Filippo Year: 2019 (Cit.: 1 DOI: 10.1142/S0219749919410089)
29) Noise-robust quantum sensing via optimal multi-probe spectroscopy in SCIENTIFIC REPORTS
By: Mueller M., Gherardini S., Caruso F. Year: 2018 (Cit.: 22 DOI: 10.1038/s41598-018-32434-x)
30) Nonequilibrium quantum-heat statistics under stochastic projective measurements in PHYSICAL REVIEW E
By: Gherardini S., Buffoni L., Muller MM., Caruso F., Campisi M., Trombettoni A., Ruffo S. Year: 2018 (Cit.: 19 DOI: 10.1103/PhysRevE.98.032108)
31) Reconstructing quantum entropy production to probe irreversibility and correlations in QUANTUM SCIENCE AND TECHNOLOGY
By: Gherardini S., Muller MM., Trombettoni A., Ruffo S., Caruso F. Year: 2018 (Cit.: 17 DOI: 10.1088/2058-9565/aac7e1)
32) Optical emulator of transport in complex networks with controllable disorder and dephasing in JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS
By: Viciani S., Gherardini S., Lima M., Bellini M., Caruso F. Year: 2017 (Cit.: 0)
33) Ergodicity in randomly perturbed quantum systems in QUANTUM SCIENCE AND TECHNOLOGY
By: Gherardini S., Lovecchio C., M�ller M.M., Lombardi P., Caruso F., Cataliotti F.S. Year: 2017 (Cit.: 17 DOI: 10.1088/2058-9565/aa5d00)
34) Quantum Zeno Dynamics Through Stochastic Protocols in ANNALEN DER PHYSIK
By: Muller M.M.; Gherardini S.; Caruso F. Year: 2017 (Cit.: 23 DOI: 10.1002/andp.201600206)
35) Stochastic quantum Zeno by large deviation theory in NEW JOURNAL OF PHYSICS
By: Gherardini S., Gupta S., Cataliotti FS., Smerzi A., Caruso F., Ruffo S. Year: 2016 (Cit.: 33 DOI: 10.1088/1367-2630/18/1/013048)
36) Enhanced energy transport in genetically engineered excitonic networks in NATURE MATERIALS
By: Park H., Heldman N., Rebentrost P., Abbondanza L., Iagatti A., Alessi A., Patrizi B., Salvalaggio M., Bussotti L., Mohseni M., Caruso F., Johnsen H.C., Fusco R., Foggi P., Scudo P.F., Lloyd S., Belcher A.M. Year: 2016 (Cit.: 80 DOI: 10.1038/NMAT4448)
37) Stochastic quantum Zeno-based detection of noise correlations in SCIENTIFIC REPORTS
By: Muller M.M.; Gherardini S.; Caruso F. Year: 2016 (Cit.: 22 DOI: 10.1038/srep38650)
38) Disorder and dephasing as control knobs for light transport in optical fiber cavity networks in SCIENTIFIC REPORTS
By: Viciani S., Gherardini S., Lima M., Bellini M., Caruso F. Year: 2016 (Cit.: 12 DOI: 10.1038/srep37791)
39) Optimal preparation of quantum states on an atom-chip device in PHYSICAL REVIEW A
By: Lovecchio C., Sch�fer F., Cherukattil S., Al� Khan M., Herrera I., Cataliotti F.S., Calarco T., Montangero S., Caruso F. Year: 2016 (Cit.: 20 DOI: 10.1103/PhysRevA.93.010304)
40) Fisher information from stochastic quantum measurements in PHYSICAL REVIEW A
By: Muller MM., Gherardini S., Smerzi A., Caruso F. Year: 2016 (Cit.: 17 DOI: 10.1103/PhysRevA.94.042322)
41) Observation of Noise-Assisted Transport in an All-Optical Cavity-Based Network in PHYSICAL REVIEW LETTERS
By: Viciani S., Lima M., Bellini M., Caruso F. Year: 2015 (Cit.: 57 DOI: 10.1103/PhysRevLett.115.083601)
42) Quantum state reconstruction on atom-chips in NEW JOURNAL OF PHYSICS
By: Lovecchio C., Cherukattil S., Cilenti B., Herrera I., Cataliotti F.S., Montangero S., Calarco T., Caruso F. Year: 2015 (Cit.: 9 DOI: 10.1088/1367-2630/17/9/093024)
43) Investigating the ocular temperature rise during femtosecond laser lens fragmentation: an in vitro study in GRAEFES ARCHIVE FOR CLINICAL AND EXPERIMENTAL OPHTHALMOLOGY
By: Mencucci R., Matteoli S., Corvi A., Terracciano L., Favuzza E., Gherardini S., Caruso F., Bellucci R. Year: 2015 (Cit.: 6 DOI: 10.1007/s00417-015-3196-7)
44) Experimental realization of quantum zeno dynamics in NATURE COMMUNICATIONS
By: Schdfer F., Herrera I., Cherukattil S., Lovecchio C., Cataliotti F.S., Caruso F., Smerzi A. Year: 2014 (Cit.: 139 DOI: 10.1038/ncomms4194)
45) Optical simulators of transport in photosynthetic systems based on fiber Bragg gratings cavity networks in JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS
By: Viciani S., Lima M., Caruso F., Bellini M. Year: 2013 (Cit.: 0)
46) Spatial entanglement of bosons in optical lattices in NATURE COMMUNICATIONS
By: Cramer M., Bernard A., Fabbri N., Fallani L., Fort C., Rosi S., Caruso F., Inguscio M., Plenio M. B. Year: 2013 (Cit.: 65 DOI: 10.1038/ncomms3161)
47) Spatial entanglement with bosons in optical lattices in JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS
By: Fabbri N., Cramer M., Bernard A., Fallani L., Fort C., Rosi S., Caruso F., Inguscio M., Plenio M. B. Year: 2013 (Cit.: 0)
48) Quantum diffusion with disorder, noise and interaction in NEW JOURNAL OF PHYSICS
By: D’Errico C., Moratti M., Lucioni E., Tanzi L., Deissler B., Inguscio M., Modugno G, Plenio M. B., Caruso F. Year: 2013 (Cit.: 41 DOI: 10.1088/1367-2630/15/4/045007)
49) Simulation of noise-assisted transport via optical cavity networks in PHYSICAL REVIEW A
By: Caruso F., Spagnolo N., Vitelli C., Sciarrino F., Plenio M.B. Year: 2011 (Cit.: 25 DOI: 10.1103/PhysRevA.83.013811)
50) Slow light amplification in a non-inverted gain medium in EUROPHYSICS LETTERS
By: Caruso F., Herrera I., Bartalini S., Cataliotti F.S. Year: 2005 (Cit.: 2 DOI: 10.1209/epl/i2004-10450-8)
