Archivio Istituzionale della RicercaGRAZIANO, MARIAGRAZIA
GRAZIANO, MARIAGRAZIA
Dipartimento Scienza Applicata e Tecnologia
004318
Evaluating Angle and Amplitude Encoding Strategies for Variational Quantum Machine Learning: Their Impact on Model's Accuracy
2026 Tudisco, Antonio; Marchesin, Andrea; Zamboni, Maurizio; Graziano, Mariagrazia; Turvani, Giovanna
An efficient computational model for single-molecule optoelectronic devices
2025 Bottacin, Alberto; Mo, Fabrizio; Spano, Chiara Elfi; Ardesi, Yuri; Piccinini, Gianluca; Graziano, Mariagrazia
Are nonequilibrium effects relevant for chiral molecule discrimination?
2025 Ravera, Federico; Medrano Sandonas, Leonardo; Gutierrez, Rafael; Graziano, Mariagrazia; Cuniberti, Gianaurelio
DExIMA: Design Explorer for In-Memory Architectures
2025 Coluccio, Andrea; Naclerio, Alessio; Vacca, Marco; Turvani, Giovanna; Graziano, Mariagrazia; Zamboni, Maurizio
Exploring Semiconductor Qubits: Simulation of a Four Quantum Dot Silicon Device
2025 Pedicini, Giovanni; Tudisco, Antonio; Cignoni, Mario; Graziano, Mariagrazia; Piccinini, Gianluca; Riente, Fabrizio
First principles investigation of hydrogen passivation for selective atomic layer deposition of Pt, Cu, and Au metals
2025 Barile, Giorgia; Ravera, Federico; Ardesi, Yuri; Mo, Fabrizio; Piccinini, Gianluca; Graziano, Mariagrazia
Guesstimation of Molecular Ensemble Electrostatics Properties Through SCERPA‐DFT Calculation: Molecular Field‐Coupled Nanocomputing as a Case Study
2025 Ardesi, Yuri; Mo, Fabrizio; Vacca, Marco; Piccinini, Gianluca; Graziano, Mariagrazia
Improving the exploitability of Simulated Adiabatic Bifurcation through a flexible and open-source digital architecture
2025 Volpe, Deborah; Cirillo, Giovanni; Zamboni, Maurizio; Graziano, Mariagrazia; Turvani, Giovanna
Qoolchain: A QUBO Preprocessing Toolchain for Enhancing Quantum Optimization
2025 Orlandi, Giacomo; Volpe, Deborah; Graziano, Mariagrazia; Turvani, Giovanna
Unfolding Potential and Challenges in Molecular Field-Coupled Nanocomputing
2025 Listo, Roberto; Mo, Fabrizio; Ravera, Federico; Ardesi, Yuri; Vacca, Marco; Piccinini, Gianluca; Krzywiecki, Maciej; Vezzoli, Andrea; Graziano, Mariagrazia
Addressing multi-molecule field-coupled nanocomputing for neural networks with SCERPA
2024 Ravera, Federico; Beretta, Giuliana; Ardesi, Yuri; Graziano, Mariagrazia; Piccinini, Gianluca
Beyond von Neumann architectures: exploring algorithmic opportunities via Octantis
2024 Marchesin, Andrea; Naclerio, Alessio; Riente, Fabrizio; Graziano, Mariagrazia
DMI Influence on the Integration, Leakage, and Threshold Property of Domain Wall Based Neurons
2024 Gaggio, Enrico; Graziano, Mariagrazia; Riente, Fabrizio
Evaluating the computational advantages of the Variational Quantum Circuit model in Financial Fraud Detection
2024 Tudisco, Antonio; Volpe, Deborah; Ranieri, Giacomo; Curato, Gianbiagio; Ricossa, Davide; Graziano, Mariagrazia; Corbelletto, Davide
Exploring the Advantages of Layout Procedure with Fully‐Connected Quantum Computing Technologies
2024 Russo, Andrea; Simoni, Mario; Volpe, Deborah; Cirillo, Giovanni A.; Graziano, Mariagrazia
Mechanical Manipulation of Quantum Interference in Single-Molecule Junctions
2024 Sil, Amit; Alsaqer, Munirah; Spano, Chiara E; Larbi, Adam; Higgins, Simon J; Robertson, Craig M; Graziano, Mariagrazia; Sangtarash, Sara; Nichols, Richard J; Sadeghi, Hatef; Vezzoli, Andrea
MeMPA: A Memory Mapped M-SIMD Co-Processor to Cope with the Memory Wall Issue
2024 Guastamacchia, Angela; Coluccio, Andrea; Riente, Fabrizio; Turvani, Giovanna; Graziano, Mariagrazia; Zamboni, Maurizio; Vacca, Marco
Quantum-compliant users scheduling optimization in joint transmission mobile access networks
2024 Volpe, Deborah; Cirillo, Giovanni Amedeo; Fantini, Roberto; Boella, Andrea; Mondo, Giovanni; Graziano, Mariagrazia; Turvani, Giovanna
Technology-Aware Simulation for Prototyping Molecular Field-Coupled Nanocomputing
2024 Ravera, F.; Ardesi, Y.; Piccinini, G.; Graziano, M.
Unveiling field-coupled nanocomputing: Leaning molecules to shape readable bits
2024 Ardesi, Yuri; Beretta, Giuliana; Mo, Fabrizio; Spano, Chiara Elfi; Piccinini, Gianluca; Graziano, Mariagrazia
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Evaluating Angle and Amplitude Encoding Strategies for Variational Quantum Machine Learning: Their Impact on Model's Accuracy / Tudisco, A., Marchesin, A., Zamboni, M., Graziano, M., Turvani, G.. - In: ADVANCED QUANTUM TECHNOLOGIES. - ISSN 2511-9044. - 9:4(2026). [10.1002/qute.202500611] | 1-gen-2026 | Antonio TudiscoAndrea MarchesinMaurizio ZamboniMariagrazia GrazianoGiovanna Turvani | Adv Quantum Tech - 2026 - Tudisco - Evaluating Angle and Amplitude Encoding Strategies for Variational Quantum Machine.pdf |
| An efficient computational model for single-molecule optoelectronic devices / Bottacin, A., Mo, F., Spano, C.E., Ardesi, Y., Piccinini, G., Graziano, M.. - In: JOURNAL OF COMPUTATIONAL ELECTRONICS. - ISSN 1569-8025. - 24:2(2025), pp. 1-13. [10.1007/s10825-025-02287-5] | 1-gen-2025 | Bottacin, AlbertoMo, FabrizioSpano, Chiara ElfiArdesi, YuriPiccinini, GianlucaGraziano, Mariagrazia | s10825-025-02287-5.pdf |
| Are nonequilibrium effects relevant for chiral molecule discrimination? / Ravera, F., Medrano Sandonas, L., Gutierrez, R., Graziano, M., Cuniberti, G.. - In: THE JOURNAL OF CHEMICAL PHYSICS. - ISSN 0021-9606. - 163:1(2025). [10.1063/5.0273102] | 1-gen-2025 | Ravera, FedericoGraziano, Mariagrazia + | 014702_1_5.0273102.pdf |
| DExIMA: Design Explorer for In-Memory Architectures / Coluccio, A., Naclerio, A., Vacca, M., Turvani, G., Graziano, M., Zamboni, M.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 79217-79236. [10.1109/access.2025.3566614] | 1-gen-2025 | Coluccio, AndreaNaclerio, AlessioTurvani, GiovannaGraziano, MariagraziaZamboni, Maurizio + | DExIMA_Design_Explorer_for_In-Memory_Architectures.pdf |
| Exploring Semiconductor Qubits: Simulation of a Four Quantum Dot Silicon Device / Pedicini, G., Tudisco, A., Cignoni, M., Graziano, M., Piccinini, G., Riente, F.. - In: QUANTUM SCIENCE AND TECHNOLOGY. - ISSN 2058-9565. - 10:(2025). [10.1088/2058-9565/adf6d1] | 1-gen-2025 | Pedicini, GiovanniTudisco, AntonioCignoni, MarioGraziano, MariagraziaPiccinini, GianlucaRiente, Fabrizio | Pedicini_2025_Quantum_Sci._Technol._10_045012.pdf |
| First principles investigation of hydrogen passivation for selective atomic layer deposition of Pt, Cu, and Au metals / Barile, G., Ravera, F., Ardesi, Y., Mo, F., Piccinini, G., Graziano, M.. - In: NANOSCALE. - ISSN 2040-3364. - 17:24(2025), pp. 14913-14923. [10.1039/d4nr05370b] | 1-gen-2025 | Barile, GiorgiaRavera, FedericoArdesi, YuriMo, FabrizioPiccinini, GianlucaGraziano, Mariagrazia | d4nr05370b.pdf |
| Guesstimation of Molecular Ensemble Electrostatics Properties Through SCERPA‐DFT Calculation: Molecular Field‐Coupled Nanocomputing as a Case Study / Ardesi, Y., Mo, F., Vacca, M., Piccinini, G., Graziano, M.. - In: ADVANCED THEORY AND SIMULATIONS. - ISSN 2513-0390. - (2025), pp. 1-11. [10.1002/adts.202500812] | 1-gen-2025 | Ardesi, YuriMo, FabrizioVacca, MarcoPiccinini, GianlucaGraziano, Mariagrazia | Advcd Theory and Sims - 2025 - Ardesi - Guesstimation of Molecular Ensemble Electrostatics Properties Through SCERPA‐DFT.pdf |
| Improving the exploitability of Simulated Adiabatic Bifurcation through a flexible and open-source digital architecture / Volpe, D., Cirillo, G., Zamboni, M., Graziano, M., Turvani, G.. - In: ACM TRANSACTIONS ON QUANTUM COMPUTING. - ISSN 2643-6817. - ELETTRONICO. - 6:1(2025). [10.1145/3665281] | 1-gen-2025 | Volpe, DeborahCirillo, GiovanniZamboni, MaurizioGraziano, MariagraziaTurvani, Giovanna | 3665281.pdf |
| Qoolchain: A QUBO Preprocessing Toolchain for Enhancing Quantum Optimization / Orlandi, G., Volpe, D., Graziano, M., Turvani, G.. - In: ADVANCED QUANTUM TECHNOLOGIES. - ISSN 2511-9044. - (2025). [10.1002/qute.202400384] | 1-gen-2025 | Orlandi, GiacomoVolpe, DeborahGraziano, MariagraziaTurvani, Giovanna | Qoolchain_published_version.pdf |
| Unfolding Potential and Challenges in Molecular Field-Coupled Nanocomputing / Listo, R., Mo, F., Ravera, F., Ardesi, Y., Vacca, M., Piccinini, G., Krzywiecki, M., Vezzoli, A., Graziano, M.. - In: NANO FUTURES. - ISSN 2399-1984. - 9:1(2025), pp. 1-8. [10.1088/2399-1984/ada8ff] | 1-gen-2025 | Listo, RobertoMo, FabrizioRavera, FedericoArdesi, YuriVacca, MarcoPiccinini, GianlucaGraziano, Mariagrazia + | uMqyaf-Listo_2025_Nano_Futures_9_012501.pdf |
| Addressing multi-molecule field-coupled nanocomputing for neural networks with SCERPA / Ravera, F., Beretta, G., Ardesi, Y., Graziano, M., Piccinini, G.. - In: JOURNAL OF COMPUTATIONAL ELECTRONICS. - ISSN 1569-8025. - ELETTRONICO. - (2024). [10.1007/s10825-024-02189-y] | 1-gen-2024 | Ravera, FedericoBeretta, GiulianaArdesi, YuriGraziano, MariagraziaPiccinini, Gianluca | s10825-024-02189-y.pdf |
| Beyond von Neumann architectures: exploring algorithmic opportunities via Octantis / Marchesin, A., Naclerio, A., Riente, F., Graziano, M.. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 120005-120022. [10.1109/ACCESS.2024.3450105] | 1-gen-2024 | Andrea MarchesinAlessio NaclerioFabrizio RienteMariagrazia Graziano | Beyond_Von_Neumann_Architectures_Exploring_Algorithmic_Opportunities_via_Octantis.pdf |
| DMI Influence on the Integration, Leakage, and Threshold Property of Domain Wall Based Neurons / Gaggio, E., Graziano, M., Riente, F.. - In: IEEE TRANSACTIONS ON ELECTRON DEVICES. - ISSN 0018-9383. - 71:4(2024), pp. 2696-2701. [10.1109/TED.2024.3361849] | 1-gen-2024 | Mariagrazia GrazianoFabrizio Riente + | DMI_Influence_on_the_Integration_Leakage_and_Threshold_Property_of_Domain_Wall_Based_Neurons.pdf |
| Evaluating the computational advantages of the Variational Quantum Circuit model in Financial Fraud Detection / Tudisco, A., Volpe, D., Ranieri, G., Curato, G., Ricossa, D., Graziano, M., Corbelletto, D.. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 102918-102940. [10.1109/ACCESS.2024.3432312] | 1-gen-2024 | Tudisco, AntonioVolpe, DeborahGraziano, MariagraziaCorbelletto, Davide + | Evaluating_the_Computational_Advantages_of_the_Variational_Quantum_Circuit_Model_in_Financial_Fraud_Detection_site.pdf |
| Exploring the Advantages of Layout Procedure with Fully‐Connected Quantum Computing Technologies / Russo, A., Simoni, M., Volpe, D., Cirillo, G.A., Graziano, M.. - In: ADVANCED QUANTUM TECHNOLOGIES. - ISSN 2511-9044. - ELETTRONICO. - 7:1(2024). [10.1002/qute.202300128] | 1-gen-2024 | Mario SimoniDeborah VolpeGiovanni A. CirilloMariagrazia Graziano + | Cignoni-Exploring.pdf |
| Mechanical Manipulation of Quantum Interference in Single-Molecule Junctions / Sil, A., Alsaqer, M., Spano, C.E., Larbi, A., Higgins, S.J., Robertson, C.M., Graziano, M., Sangtarash, S., Nichols, R.J., Sadeghi, H., Vezzoli, A.. - In: SMALL. - ISSN 1613-6810. - ELETTRONICO. - 20:25(2024). [10.1002/smll.202308865] | 1-gen-2024 | Spano, Chiara EGraziano, Mariagrazia + | Spano-Mechanical.pdf |
| MeMPA: A Memory Mapped M-SIMD Co-Processor to Cope with the Memory Wall Issue / Guastamacchia, A., Coluccio, A., Riente, F., Turvani, G., Graziano, M., Zamboni, M., Vacca, M.. - In: ELECTRONICS. - ISSN 2079-9292. - 13:5(2024), pp. 1-16. [10.3390/electronics13050854] | 1-gen-2024 | Guastamacchia, AngelaColuccio, AndreaRiente, FabrizioTurvani, GiovannaGraziano, MariagraziaZamboni, MaurizioVacca, Marco | electronics-13-00854.pdf |
| Quantum-compliant users scheduling optimization in joint transmission mobile access networks / Volpe, D., Cirillo, G.A., Fantini, R., Boella, A., Mondo, G., Graziano, M., Turvani, G.. - In: QUANTUM INFORMATION PROCESSING. - ISSN 1570-0755. - ELETTRONICO. - 23:7(2024). [10.1007/s11128-024-04471-1] | 1-gen-2024 | Volpe, DeborahCirillo, Giovanni AmedeoGraziano, MariagraziaTurvani, Giovanna + | s11128-024-04471-1.pdf |
| Technology-Aware Simulation for Prototyping Molecular Field-Coupled Nanocomputing / Ravera, F., Ardesi, Y., Piccinini, G., Graziano, M.. - In: IEEE TRANSACTIONS ON NANOTECHNOLOGY. - ISSN 1941-0085. - STAMPA. - 23:(2024), pp. 521-528. [10.1109/TNANO.2024.3415790] | 1-gen-2024 | Ravera F.Ardesi Y.Piccinini G.Graziano M. | Technology-Aware_Simulation_for_Prototyping_Molecular_Field-Coupled_Nanocomputing.pdf |
| Unveiling field-coupled nanocomputing: Leaning molecules to shape readable bits / Ardesi, Y., Beretta, G., Mo, F., Spano, C.E., Piccinini, G., Graziano, M.. - In: NANO RESEARCH. - ISSN 1998-0124. - (2024), pp. 1-8. [10.1007/s12274-024-6811-2] | 1-gen-2024 | Ardesi, YuriBeretta, GiulianaMo, FabrizioSpano, Chiara ElfiPiccinini, GianlucaGraziano, Mariagrazia | s12274-024-6811-2_NARE.pdf |