BackAuthor: Caruso Filippo Category: Papers Journals 1) Permutation-equivariant quantum convolutional neural networks in QUANTUM SCIENCE AND TECHNOLOGYBy: Das S., Caruso F. Year: 2025 (Cit.: 1 DOI: 10.1088/2058-9565/ad8e80)
2) Transfer learning with generative models for object detection on limited datasets in MACHINE LEARNING-SCIENCE AND TECHNOLOGYBy: Paiano M., Martina S., Giannelli C., Caruso F. Year: 2024 (Cit.: 0 DOI: 10.1088/2632-2153/ad65b5)
3) Machine Learning based Noise Characterization and Correction on Neutral Atoms NISQ Devices in ADVANCED QUANTUM TECHNOLOGIESBy: Canonici E., Martina S., Mengoni R., Ottaviani D., Caruso F. Year: 2024 (Cit.: 2 DOI: 10.1002/qute.202300192)
4) Sensing microscopic noise events by frequent quantum measurements in PHYSICAL REVIEW APPLIEDBy: 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)
5) Quantum-Noise-Driven Generative Diffusion Models in ADVANCED QUANTUM TECHNOLOGIESBy: Parigi M., Martina S., Caruso F. Year: 2024 (Cit.: 6 DOI: 10.1002/qute.202300401)
6) The role of data embedding in equivariant quantum convolutional neural networks in QUANTUM MACHINE INTELLIGENCEBy: Das S., Martina S., Caruso F. Year: 2024 (Cit.: 2 DOI: 10.1007/s42484-024-00215-7)
7) Machine learning classification of non-Markovian noise disturbing quantum dynamics in PHYSICA SCRIPTABy: Martina S.; Gherardini S.; Caruso F. Year: 2023 (Cit.: 6 DOI: 10.1088/1402-4896/acb39b)
8) A hybrid-qudit representation of digital RGB images in SCIENTIFIC REPORTSBy: Das S., Caruso F. Year: 2023 (Cit.: 4 DOI: 10.1038/s41598-023-39906-9)
9) Deep learning enhanced noise spectroscopy of a spin qubit environment in MACHINE LEARNING-SCIENCE AND TECHNOLOGYBy: Martina S., Hernandez-Gomez S., Gherardini S., Caruso F., Fabbri N. Year: 2023 (Cit.: 6 DOI: 10.1088/2632-2153/acd2a6)
10) Quantum pattern recognition on real quantum processing units in QUANTUM MACHINE INTELLIGENCEBy: Das S., Zhang JF., Martina S., Suter D., Caruso F. Year: 2023 (Cit.: 9 DOI: 10.1007/s42484-022-00093-x)
11) Transfer-tensor description of memory effects in open-system dynamics and multi-time statistics in QUANTUM SCIENCE AND TECHNOLOGYBy: Gherardini Stefano; Smirne Andrea; Huelga Susana F.; Caruso Filippo Year: 2022 (Cit.: 7 DOI: 10.1088/2058-9565/ac4422)
12) Quantum Zeno and Anti-Zeno Probes of Noise Correlations in Photon Polarization in PHYSICAL REVIEW LETTERSBy: 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.: 17 DOI: 10.1103/PhysRevLett.129.030401)
13) Quantum reinforcement learning: the maze problem in QUANTUM MACHINE INTELLIGENCEBy: Dalla Pozza N.; Buffoni L.; Martina S.; Caruso F. Year: 2022 (Cit.: 16 DOI: 10.1007/s42484-022-00068-y)
14) Information flow and error scaling for fully quantum control in PHYSICAL REVIEW RESEARCHBy: Gherardini S.; Muller M.M.; Montangero S.; Calarco T.; Caruso F. Year: 2022 (Cit.: 4 DOI: 10.1103/PhysRevResearch.4.023027)
15) Experimental Quantum Embedding for Machine Learning in ADVANCED QUANTUM TECHNOLOGIESBy: 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)
16) Learning the noise fingerprint of quantum devices in QUANTUM MACHINE INTELLIGENCEBy: Martina S., Buffoni L., Gherardini S., Caruso F. Year: 2022 (Cit.: 16 DOI: 10.1007/s42484-022-00066-0)
17) Topology identification of autonomous quantum dynamical networks in PHYSICAL REVIEW ABy: Gherardini S., Van Waarde H.J., Tesi P., Caruso F. Year: 2022 (Cit.: 0 DOI: 10.1103/PhysRevA.106.052426)
18) Experimental Realization of Optimal Time-Reversal on an Atom Chip for Quantum Undo Operations in ADVANCED QUANTUM TECHNOLOGIESBy: Mastroserio I., Gherardini S., Lovecchio C., Calarco T., Montangero S., Cataliotti F.S., Caruso F. Year: 2022 (Cit.: 2 DOI: 10.1002/qute.202200057)
19) Information theoretical limits for quantum optimal control solutions: error scaling of noisy control channels in SCIENTIFIC REPORTSBy: Muller M.M., Gherardini S., Calarco T., Montangero S., Caruso F. Year: 2022 (Cit.: 4 DOI: 10.1038/s41598-022-25770-6)
20) Noise fingerprints in quantum computers: Machine learning software tools in SOFTWARE IMPACTSBy: Martina S.; Gherardini S.; Buffoni L.; Caruso F. Year: 2022 (Cit.: 0 DOI: 10.1016/j.simpa.2022.100260)
21) Quantum Noise Sensing by Generating Fake Noise in PHYSICAL REVIEW APPLIEDBy: Braccia P., Banchi L., Caruso F. Year: 2022 (Cit.: 9 DOI: 10.1103/PhysRevApplied.17.024002)
22) How to enhance quantum generative adversarial learning of noisy information in NEW JOURNAL OF PHYSICSBy: Braccia P.; Caruso F.; Banchi L. Year: 2021 (Cit.: 11 DOI: 10.1088/1367-2630/abf798)
23) Experimental characterization of the energetics of quantum logic gates in NPJ QUANTUM INFORMATIONBy: Cimini V., Gherardini S., Barbieri M., Gianani I., Sbroscia M., Buffoni L., Paternostro M., Caruso F. Year: 2020 (Cit.: 31 DOI: 10.1038/s41534-020-00325-7)
24) Noise sensing via stochastic quantum Zeno in PHYSICS LETTERS ABy: Muller M.M.; Gherardini S.; Dalla Pozza N.; Caruso F. Year: 2020 (Cit.: 14 DOI: 10.1016/j.physleta.2020.126244)
25) Stabilizing open quantum batteries by sequential measurements in PHYSICAL REVIEW RESEARCHBy: Gherardini S.; Campaioli F.; Caruso F.; Binder F.C. Year: 2020 (Cit.: 79 DOI: 10.1103/PhysRevResearch.2.013095)
26) Irreversibility mitigation in unital non-Markovian quantum evolutions in PHYSICAL REVIEW RESEARCHBy: Gherardini S.; Marcantoni S.; Caruso F. Year: 2020 (Cit.: 7 DOI: 10.1103/PhysRevResearch.2.033250)
27) New trends in quantum machine learning in EUROPHYSICS LETTERSBy: Buffoni L., Caruso F. Year: 2020 (Cit.: 16 DOI: 10.1209/0295-5075/132/60004)
28) Experimental proof of quantum Zeno-assisted noise sensing in NEW JOURNAL OF PHYSICSBy: Do H.-V., Lovecchio C., Mastroserio I., Fabbri N., Cataliotti F. S., Gherardini S., Müller M. M., Dalla Pozza N., Caruso F. Year: 2019 (Cit.: 24 DOI: 10.1088/1367-2630/ab5740)
29) Role of the filter functions in noise spectroscopy in INTERNATIONAL JOURNAL OF QUANTUM INFORMATIONBy: Dalla Pozza Nicola; Gherardini Stefano; Mueller Matthias M.; Caruso Filippo Year: 2019 (Cit.: 1 DOI: 10.1142/S0219749919410089)
30) Noise-robust quantum sensing via optimal multi-probe spectroscopy in SCIENTIFIC REPORTSBy: Mueller M., Gherardini S., Caruso F. Year: 2018 (Cit.: 22 DOI: 10.1038/s41598-018-32434-x)
31) Nonequilibrium quantum-heat statistics under stochastic projective measurements in PHYSICAL REVIEW EBy: Gherardini S., Buffoni L., Muller MM., Caruso F., Campisi M., Trombettoni A., Ruffo S. Year: 2018 (Cit.: 19 DOI: 10.1103/PhysRevE.98.032108)
32) Reconstructing quantum entropy production to probe irreversibility and correlations in QUANTUM SCIENCE AND TECHNOLOGYBy: Gherardini S., Muller MM., Trombettoni A., Ruffo S., Caruso F. Year: 2018 (Cit.: 18 DOI: 10.1088/2058-9565/aac7e1)
33) Ergodicity in randomly perturbed quantum systems in QUANTUM SCIENCE AND TECHNOLOGYBy: Gherardini S., Lovecchio C., Müller 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 PHYSIKBy: 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 PHYSICSBy: 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 MATERIALSBy: 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.: 81 DOI: 10.1038/NMAT4448)
37) Stochastic quantum Zeno-based detection of noise correlations in SCIENTIFIC REPORTSBy: 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 REPORTSBy: 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 ABy: Lovecchio C., Schäfer F., Cherukattil S., Alì 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 ABy: 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 LETTERSBy: Viciani S., Lima M., Bellini M., Caruso F. Year: 2015 (Cit.: 58 DOI: 10.1103/PhysRevLett.115.083601)
42) Quantum state reconstruction on atom-chips in NEW JOURNAL OF PHYSICSBy: 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 OPHTHALMOLOGYBy: 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 COMMUNICATIONSBy: Schdfer F., Herrera I., Cherukattil S., Lovecchio C., Cataliotti F.S., Caruso F., Smerzi A. Year: 2014 (Cit.: 140 DOI: 10.1038/ncomms4194)
45) Spatial entanglement of bosons in optical lattices in NATURE COMMUNICATIONSBy: Cramer M., Bernard A., Fabbri N., Fallani L., Fort C., Rosi S., Caruso F., Inguscio M., Plenio M. B. Year: 2013 (Cit.: 66 DOI: 10.1038/ncomms3161)
46) Quantum diffusion with disorder, noise and interaction in NEW JOURNAL OF PHYSICSBy: D’Errico C., Moratti M., Lucioni E., Tanzi L., Deissler B., Inguscio M., Modugno G, Plenio M. B., Caruso F. Year: 2013 (Cit.: 42 DOI: 10.1088/1367-2630/15/4/045007)
47) Simulation of noise-assisted transport via optical cavity networks in PHYSICAL REVIEW ABy: Caruso F., Spagnolo N., Vitelli C., Sciarrino F., Plenio M.B. Year: 2011 (Cit.: 25 DOI: 10.1103/PhysRevA.83.013811)
48) Slow light amplification in a non-inverted gain medium in EUROPHYSICS LETTERSBy: Caruso F., Herrera I., Bartalini S., Cataliotti F.S. Year: 2005 (Cit.: 2 DOI: 10.1209/epl/i2004-10450-8)