Archivio Istituzionale della RicercaBOCCARDO, GIANLUCA
BOCCARDO, GIANLUCA
Dipartimento Scienza Applicata e Tecnologia
029082
Reconciling deep learning and first‐principle modelling for the investigation of transport phenomena in chemical engineering
In corso di stampa Marcato, Agnese; Marchisio, Daniele; Boccardo, Gianluca
CFD and Machine Learning Approaches for Predicting Air Permeability in Technical Textiles
2026 Bianca, Eleonora; Beiginalou, Ghasem; Ferri, Ada; Boccardo, Gianluca
LSTM-based safety-oriented prediction of big toe skin temperature in extreme cold conditions for mountaineering footwear evaluation
2026 Bianca, Eleonora; Marcato, Agnese; Ferri, Ada; Boccardo, Gianluca
Comparative Analysis via CFD Simulation on the Impact of Graphite Anode Morphologies on the Discharge of a Lithium-Ion Battery
2025 Lombardo Pontillo, Alessio; Marcato, Agnese; Versaci, Daniele; Marchisio, Daniele; Boccardo, Gianluca
Enhancing Mass Transfer Coefficient Prediction from Field Emission Scanning Electron Microscope Images Through Convolutional Neural Networks and Data Augmentation Techniques
2025 Marcato, Agnese; Boccardo, Gianluca; Pisano, Roberto
Hydrodynamic characterization of Gyroid, Diamond and Split-P Triply Periodic Minimal Surfaces as porous medium
2025 Gajetti, E.; Boccardo, G.; Savoldi, L.; Marocco, L.
Interpretable machine-learning enhanced parametrization methodology for Pluronics–water mixtures in DPD simulations
2025 Lauriello, Nunzia; Ponnana, Deekshith Naidu; Ma, Zhan; Šindelka, Karel; Buffo, Antonio; Boccardo, Gianluca; Marchisio, Daniele; Pan, Wenxiao
Analysis of the shear stresses in a filling line of parenteral products: the role of sterilizing filters
2024 Moino, Camilla; Agostini, Enrico; Albano, Andrea; Bellini, Marco; Bourlès, Erwan; Scutellà, Bernadette; Boccardo, Gianluca; Pisano, Roberto
Application of a multiscale approach for modeling the rheology of complex fluids in industrial mixing equipment
2024 De Roma, F.; Marchisio, D.; Boccardo, G.; Bouaifi, M.; Buffo, A.
Implementation of a Lag Elliptic-Blending model for RANS equations in OpenFOAM
2024 Gajetti, Eleonora; Marocco, Luca; Boccardo, Gianluca; Buffo, Antonio; Savoldi, Laura
Modeling temperature-dependent transport properties in dissipative particle dynamics: A top-down coarse-graining toward realistic dynamics at the mesoscale
2024 Lauriello, N.; Lísal, M.; Boccardo, G.; Marchisio, D.; Buffo, A.
A diffused-interface model for the lyophilization of a packed bed of spray-frozen particles
2023 Stratta, Lorenzo; Adali, Merve B.; Barresi, Antonello A.; Boccardo, Gianluca; Marcato, Agnese; Tuccinardi, Raffaele; Pisano, Roberto
Analysis of the Shear Stresses in a Filling Line of Parenteral Products: The Role of Fittings
2023 Moino, C; Scutella, B; Bellini, M; Bourles, E; Boccardo, G; Pisano, R
Analysis of the Shear Stresses in a Filling Line of Parenteral Products: The Role of Tubing
2023 Moino, C; Scutella, B; Bellini, M; Bourles, E; Boccardo, G; Pisano, R
Application of dissipative particle dynamics to interfacial systems: Parameterization and scaling
2023 Ferrari, Marco; Boccardo, Gianluca; Marchisio, Daniele L.; Buffo, Antonio
CFD simulation of a high-shear mixer for food emulsion production
2023 Ferrari, Marco; Boccardo, Gianluca; Buffo, Antonio; Vanni, Marco; Marchisio, Daniele L.
Development of an automated reliable method to compute transport properties from DPD equilibrium simulations: Application to simple fluids
2023 Lauriello, N.; Boccardo, G.; Marchisio, D.; Lísal, M.; Buffo, A.
Modeling the 4D discharge of lithium-ion batteries with a multiscale time-dependent deep learning framework
2023 Marcato, Agnese; Santos, Javier E.; Liu, Chaoyue; Boccardo, Gianluca; Marchisio, Daniele; Franco, Alejandro A.
Prediction of local concentration fields in porous media with chemical reaction using a multi scale convolutional neural network
2023 Marcato, Agnese; Santos, Javier E.; Boccardo, Gianluca; Viswanathan, Hari; Marchisio, Daniele; Prodanović, Maša
Ultrasonic spray freeze-drying of sucrose and mannitol-based formulations: impact of the atomization conditions on the particle morphology and drying performance
2023 Adali, M. B.; Barresi, A.; Boccardo, G.; Montalbano, G.; Pisano, R.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Reconciling deep learning and first‐principle modelling for the investigation of transport phenomena in chemical engineering / Marcato, A., Marchisio, D., Boccardo, G.. - In: CANADIAN JOURNAL OF CHEMICAL ENGINEERING. - ISSN 0008-4034. - ELETTRONICO. - (In corso di stampa). [10.1002/cjce.24838] | In corso di stampa | Agnese MarcatoDaniele MarchisioGianluca Boccardo | PerspectiveMachineLearning_CJCE.pdf; Can J Chem Eng - 2023 - Marcato - Reconciling deep learning and first‐principle modelling for the investigation of.pdf |
| CFD and Machine Learning Approaches for Predicting Air Permeability in Technical Textiles / Bianca, E., Beiginalou, G., Ferri, A., Boccardo, G.. - In: TEXTILES. - ISSN 2673-7248. - 6:1(2026), pp. 1-20. [10.3390/textiles6010009] | 1-gen-2026 | Eleonora BiancaGhasem BeiginalouAda FerriGianluca Boccardo | textiles-06-00009.pdf |
| LSTM-based safety-oriented prediction of big toe skin temperature in extreme cold conditions for mountaineering footwear evaluation / Bianca, E., Marcato, A., Ferri, A., Boccardo, G.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - (2026). [10.1038/s41598-026-52990-x] | 1-gen-2026 | Bianca, EleonoraMarcato, AgneseFerri, AdaBoccardo, Gianluca | s41598-026-52990-x_reference.pdf |
| Comparative Analysis via CFD Simulation on the Impact of Graphite Anode Morphologies on the Discharge of a Lithium-Ion Battery / Lombardo Pontillo, A., Marcato, A., Versaci, D., Marchisio, D., Boccardo, G.. - In: BATTERIES. - ISSN 2313-0105. - 11:7(2025). [10.3390/batteries11070252] | 1-gen-2025 | Alessio Lombardo PontilloAgnese MarcatoDaniele VersaciDaniele MarchisioGianluca Boccardo | batteries-ALP_compressed.pdf |
| Enhancing Mass Transfer Coefficient Prediction from Field Emission Scanning Electron Microscope Images Through Convolutional Neural Networks and Data Augmentation Techniques / Marcato, A., Boccardo, G., Pisano, R.. - In: PROCESSES. - ISSN 2227-9717. - 13:2(2025). [10.3390/pr13020365] | 1-gen-2025 | Marcato, AgneseBoccardo, GianlucaPisano, Roberto | processes-13-00365 (1).pdf |
| Hydrodynamic characterization of Gyroid, Diamond and Split-P Triply Periodic Minimal Surfaces as porous medium / Gajetti, E., Boccardo, G., Savoldi, L., Marocco, L.. - In: INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER. - ISSN 0017-9310. - ELETTRONICO. - 252:(2025). [10.1016/j.ijheatmasstransfer.2025.127439] | 1-gen-2025 | Gajetti, E.Boccardo, G.Savoldi, L.Marocco, L. | 1-s2.0-S0017931025007781-main.pdf |
| Interpretable machine-learning enhanced parametrization methodology for Pluronics–water mixtures in DPD simulations / Lauriello, N., Ponnana, D.N., Ma, Z., Šindelka, K., Buffo, A., Boccardo, G., Marchisio, D., Pan, W.. - In: SOFT MATTER. - ISSN 1744-683X. - 21:29(2025), pp. 5833-5851. [10.1039/d5sm00291e] | 1-gen-2025 | Lauriello, NunziaBuffo, AntonioBoccardo, GianlucaMarchisio, Daniele + | d5sm00291e.pdf; Soft_Matter_Paper_Lauriello.pdf |
| Analysis of the shear stresses in a filling line of parenteral products: the role of sterilizing filters / Moino, C., Agostini, E., Albano, A., Bellini, M., Bourlès, E., Scutellà, B., Boccardo, G., Pisano, R.. - In: SEPARATION AND PURIFICATION TECHNOLOGY. - ISSN 1383-5866. - 344:(2024). [10.1016/j.seppur.2024.127248] | 1-gen-2024 | Moino, CamillaAgostini, EnricoBoccardo, GianlucaPisano, Roberto + | a-2024_SPT_344_127248.pdf |
| Application of a multiscale approach for modeling the rheology of complex fluids in industrial mixing equipment / De Roma, F., Marchisio, D., Boccardo, G., Bouaifi, M., Buffo, A.. - In: PHYSICS OF FLUIDS. - ISSN 1089-7666. - ELETTRONICO. - 36:2(2024), pp. 1-17. [10.1063/5.0185471] | 1-gen-2024 | F. De RomaD. MarchisioG. BoccardoA. Buffo + | 1609744_1_art_file_24036722_s7bpyx.pdf; 023119_1_5.0185471.pdf |
| Implementation of a Lag Elliptic-Blending model for RANS equations in OpenFOAM / Gajetti, E., Marocco, L., Boccardo, G., Buffo, A., Savoldi, L.. - In: OPENFOAM JOURNAL. - ISSN 2753-8168. - 4:(2024), pp. 104-116. [10.51560/ofj.v4.133] | 1-gen-2024 | Gajetti, EleonoraBoccardo, GianlucaBuffo, AntonioSavoldi, Laura + | 18thOpenFOAMWorkshop_lagEB.pdf |
| Modeling temperature-dependent transport properties in dissipative particle dynamics: A top-down coarse-graining toward realistic dynamics at the mesoscale / Lauriello, N., Lísal, M., Boccardo, G., Marchisio, D., Buffo, A.. - In: THE JOURNAL OF CHEMICAL PHYSICS. - ISSN 0021-9606. - ELETTRONICO. - 161:3(2024). [10.1063/5.0207530] | 1-gen-2024 | Lauriello, N.Boccardo, G.Marchisio, D.Buffo, A. + | JCP24-AR-00981.pdf; 034112_1_5.0207530.pdf |
| A diffused-interface model for the lyophilization of a packed bed of spray-frozen particles / Stratta, L., Adali, M.B., Barresi, A.A., Boccardo, G., Marcato, A., Tuccinardi, R., Pisano, R.. - In: CHEMICAL ENGINEERING SCIENCE. - ISSN 0009-2509. - STAMPA. - 275:(2023), pp. 1-14. [10.1016/j.ces.2023.118726] | 1-gen-2023 | Lorenzo StrattaMerve B. AdaliAntonello A. BarresiGianluca BoccardoAgnese MarcatoRoberto Pisano + | 2023_CES_275-118726_Diffuse_interface_packed-bed_lyophilization.pdf; 2023_CES_SFD_postprint_Authors_accepted_manuscript.pdf |
| Analysis of the Shear Stresses in a Filling Line of Parenteral Products: The Role of Fittings / Moino, C., Scutella, B., Bellini, M., Bourles, E., Boccardo, G., Pisano, R.. - In: PROCESSES. - ISSN 2227-9717. - 11:6(2023), pp. 1-20. [10.3390/pr11061797] | 1-gen-2023 | Moino, CBoccardo, GPisano, R + | processes-11-01797-v2 (3).pdf |
| Analysis of the Shear Stresses in a Filling Line of Parenteral Products: The Role of Tubing / Moino, C., Scutella, B., Bellini, M., Bourles, E., Boccardo, G., Pisano, R.. - In: PROCESSES. - ISSN 2227-9717. - 11:3(2023). [10.3390/pr11030833] | 1-gen-2023 | Moino, CBoccardo, GPisano, R + | Analysis of the shear stresses in a filling line of parenteral products. the role of tubing.pdf |
| Application of dissipative particle dynamics to interfacial systems: Parameterization and scaling / Ferrari, M., Boccardo, G., Marchisio, D.L., Buffo, A.. - In: AIP ADVANCES. - ISSN 2158-3226. - ELETTRONICO. - 13:3(2023), p. 035324. [10.1063/5.0139275] | 1-gen-2023 | Marco FerrariGianluca BoccardoDaniele L. MarchisioAntonio Buffo | 5.0139275.pdf; ADV23-AR-00504.pdf |
| CFD simulation of a high-shear mixer for food emulsion production / Ferrari, M., Boccardo, G., Buffo, A., Vanni, M., Marchisio, D.L.. - In: JOURNAL OF FOOD ENGINEERING. - ISSN 0260-8774. - ELETTRONICO. - 358:(2023). [10.1016/j.jfoodeng.2023.111655] | 1-gen-2023 | Marco FerrariGianluca BoccardoAntonio BuffoMarco VanniDaniele L. Marchisio | Manuscript_preprint.pdf; Manuscript_postprint.pdf; 1-s2.0-S0260877423002534-main.pdf |
| Development of an automated reliable method to compute transport properties from DPD equilibrium simulations: Application to simple fluids / Lauriello, N., Boccardo, G., Marchisio, D., Lísal, M., Buffo, A.. - In: COMPUTER PHYSICS COMMUNICATIONS. - ISSN 0010-4655. - 291:(2023). [10.1016/j.cpc.2023.108843] | 1-gen-2023 | Lauriello, N.Boccardo, G.Marchisio, D.Buffo, A. + | 2023-CPC-postprint.pdf; 1-s2.0-S0010465523001881-main.pdf |
| Modeling the 4D discharge of lithium-ion batteries with a multiscale time-dependent deep learning framework / Marcato, A., Santos, J.E., Liu, C., Boccardo, G., Marchisio, D., Franco, A.A.. - In: ENERGY STORAGE MATERIALS. - ISSN 2405-8297. - 63:(2023). [10.1016/j.ensm.2023.102927] | 1-gen-2023 | Marcato, AgneseBoccardo, GianlucaMarchisio, DanieleFranco, Alejandro A. + | Marcato2023.pdf |
| Prediction of local concentration fields in porous media with chemical reaction using a multi scale convolutional neural network / Marcato, A., Santos, J.E., Boccardo, G., Viswanathan, H., Marchisio, D., Prodanović, M.. - In: CHEMICAL ENGINEERING JOURNAL. - ISSN 1385-8947. - ELETTRONICO. - (2023), p. 140367. [10.1016/j.cej.2022.140367] | 1-gen-2023 | Marcato, AgneseBoccardo, GianlucaMarchisio, Daniele + | Marcato2022CEJ.pdf |
| Ultrasonic spray freeze-drying of sucrose and mannitol-based formulations: impact of the atomization conditions on the particle morphology and drying performance / Adali, M.B., Barresi, A., Boccardo, G., Montalbano, G., Pisano, R.. - In: DRYING TECHNOLOGY. - ISSN 0737-3937. - STAMPA. - 41:2(2023), pp. 251-261. [10.1080/07373937.2021.2024844] | 1-gen-2023 | Adali M. B.Barresi A.Boccardo G.Montalbano G.Pisano R. | 03_DT_SFDexp_Manuscript_(R1).pdf; 2023_DT_41(2)_USFD-morphology.pdf |