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
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.
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.
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.
A modelling and experimental study on the co-precipitation of Ni0.8Mn0.1Co0.1(OH)2 as precursor for battery cathodes
2022 Para, M. L.; Alidoost, M.; Shiea, M.; Boccardo, G.; Buffo, A.; Barresi, A. A.; Marchisio, D.
An open-source workflow for open-cell foams modelling: geometry generation and CFD simulations for momentum and mass transport
2022 Agostini, Enrico; Boccardo, Gianluca; Marchisio, Daniele
CFD-DEM characterization and population balance modelling of a dispersive mixing process
2022 Frungieri, G.; Boccardo, G.; Buffo, A.; Karimi-Varzaneh, H. A.; Vanni, M.
CFD-PBE modelling of continuous Ni-Mn-Co hydroxide co-precipitation for Li-ion batteries
2022 Shiea, M.; Querio, A.; Buffo, A.; Boccardo, G.; Marchisio, D.
From Computational Fluid Dynamics to Structure Interpretation via Neural Networks: An Application to Flow and Transport in Porous Media
2022 Marcato, A.; Boccardo, G.; Marchisio, D.
Molecular modeling of the interface of an egg yolk protein-based emulsion
2022 Ferrari, Marco; Handgraaf, Jan-Willem; Boccardo, Gianluca; Buffo, Antonio; Vanni, Marco; Marchisio, Daniele L.
A computational workflow to study particle transport and filtration in porous media: Coupling CFD and deep learning
2021 Marcato, A.; Boccardo, G.; Marchisio, D.
Simulation of high Schmidt number fluids with dissipative particle dynamics: Parameter identification and robust viscosity evaluation
2021 Lauriello, N.; Kondracki, J.; Buffo, A.; Boccardo, G.; Bouaifi, M.; Lisal, M.; Marchisio, D.
A CFD-DEM approach to study the breakup of fractal agglomerates in an internal mixer
2020 Frungieri, G.; Boccardo, G.; Buffo, A.; Marchisio, D.; Karimi-Varzaneh, H. A.; Vanni, M.
Computational analysis of transport in three-dimensional heterogeneous materials: An OpenFOAM®-based simulation framework
2020 Boccardo, G.; Crevacore, E.; Passalacqua, A.; Icardi, M.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Reconciling deep learning and first‐principle modelling for the investigation of transport phenomena in chemical engineering / Marcato, Agnese; Marchisio, Daniele; Boccardo, Gianluca. - 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 |
| 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 |
| A diffused-interface model for the lyophilization of a packed bed of spray-frozen particles / Stratta, Lorenzo; Adali, Merve B.; Barresi, Antonello A.; Boccardo, Gianluca; Marcato, Agnese; Tuccinardi, Raffaele; Pisano, Roberto. - 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, Marco; Boccardo, Gianluca; Marchisio, Daniele L.; Buffo, Antonio. - 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, Marco; Boccardo, Gianluca; Buffo, Antonio; Vanni, Marco; Marchisio, Daniele 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 |
| Prediction of local concentration fields in porous media with chemical reaction using a multi scale convolutional neural network / Marcato, Agnese; Santos, Javier E.; Boccardo, Gianluca; Viswanathan, Hari; Marchisio, Daniele; Prodanović, Maša. - 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 |
| A modelling and experimental study on the co-precipitation of Ni0.8Mn0.1Co0.1(OH)2 as precursor for battery cathodes / Para, M. L.; Alidoost, M.; Shiea, M.; Boccardo, G.; Buffo, A.; Barresi, A. A.; Marchisio, D.. - In: CHEMICAL ENGINEERING SCIENCE. - ISSN 0009-2509. - ELETTRONICO. - 254:(2022), p. 117634. [10.1016/j.ces.2022.117634] | 1-gen-2022 | Para M. L.Alidoost M.Shiea M.Boccardo G.Buffo A.Barresi A. A.Marchisio D. | 1-s2.0-S0009250922002184-main.pdf |
| An open-source workflow for open-cell foams modelling: geometry generation and CFD simulations for momentum and mass transport / Agostini, Enrico; Boccardo, Gianluca; Marchisio, Daniele. - In: CHEMICAL ENGINEERING SCIENCE. - ISSN 0009-2509. - ELETTRONICO. - 255:(2022), p. 117583. [10.1016/j.ces.2022.117583] | 1-gen-2022 | Enrico AgostiniGianluca BoccardoDaniele Marchisio | Agostini2022-Postprint_compressed.pdf; 1-s2.0-S0009250922001671-main.pdf |
| CFD-DEM characterization and population balance modelling of a dispersive mixing process / Frungieri, G.; Boccardo, G.; Buffo, A.; Karimi-Varzaneh, H. A.; Vanni, M.. - In: CHEMICAL ENGINEERING SCIENCE. - ISSN 0009-2509. - ELETTRONICO. - 260:(2022), p. 117859. [10.1016/j.ces.2022.117859] | 1-gen-2022 | Frungieri G.Boccardo G.Buffo A.Vanni M. + | Frungieri_CES2022.pdf; 1-s2.0-S0009250922004432-main.pdf |
| CFD-PBE modelling of continuous Ni-Mn-Co hydroxide co-precipitation for Li-ion batteries / Shiea, M.; Querio, A.; Buffo, A.; Boccardo, G.; Marchisio, D.. - In: CHEMICAL ENGINEERING RESEARCH & DESIGN. - ISSN 0263-8762. - ELETTRONICO. - 177:(2022), pp. 461-472. [10.1016/j.cherd.2021.11.008] | 1-gen-2022 | Shiea M.Querio A.Buffo A.Boccardo G.Marchisio D. | 1-s2.0-S026387622100469X-main.pdf |
| From Computational Fluid Dynamics to Structure Interpretation via Neural Networks: An Application to Flow and Transport in Porous Media / Marcato, A.; Boccardo, G.; Marchisio, D.. - In: INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. - ISSN 0888-5885. - ELETTRONICO. - (2022). [10.1021/acs.iecr.1c04760] | 1-gen-2022 | Marcato A.Boccardo G.Marchisio D. | Marcato2022.pdf |
| Molecular modeling of the interface of an egg yolk protein-based emulsion / Ferrari, Marco; Handgraaf, Jan-Willem; Boccardo, Gianluca; Buffo, Antonio; Vanni, Marco; Marchisio, Daniele L.. - In: PHYSICS OF FLUIDS. - ISSN 1070-6631. - ELETTRONICO. - 34:2(2022), p. 021903. [10.1063/5.0079883] | 1-gen-2022 | Marco FerrariGianluca BoccardoAntonio BuffoMarco VanniDaniele L. Marchisio + | POF21-AR-KF2021-05603_accepted.pdf; 5.0079883.pdf |
| A computational workflow to study particle transport and filtration in porous media: Coupling CFD and deep learning / Marcato, A.; Boccardo, G.; Marchisio, D.. - In: CHEMICAL ENGINEERING JOURNAL. - ISSN 1385-8947. - ELETTRONICO. - 417:(2021), p. 128936. [10.1016/j.cej.2021.128936] | 1-gen-2021 | Marcato A.Boccardo G.Marchisio D. | CEJ2020_Revised.pdf; 1-s2.0-S1385894721005295-main.pdf |
| Simulation of high Schmidt number fluids with dissipative particle dynamics: Parameter identification and robust viscosity evaluation / Lauriello, N.; Kondracki, J.; Buffo, A.; Boccardo, G.; Bouaifi, M.; Lisal, M.; Marchisio, D.. - In: PHYSICS OF FLUIDS. - ISSN 1070-6631. - ELETTRONICO. - 33:7(2021), p. 073106. [10.1063/5.0055344] | 1-gen-2021 | Lauriello N.Kondracki J.Buffo A.Boccardo G.Marchisio D. + | aiptemplate.pdf; 5.0055344.pdf |
| A CFD-DEM approach to study the breakup of fractal agglomerates in an internal mixer / Frungieri, G.; Boccardo, G.; Buffo, A.; Marchisio, D.; Karimi-Varzaneh, H. A.; Vanni, M.. - In: CANADIAN JOURNAL OF CHEMICAL ENGINEERING. - ISSN 0008-4034. - STAMPA. - 98:9(2020), pp. 1880-1892. [10.1002/cjce.23773] | 1-gen-2020 | Frungieri G.Boccardo G.Buffo A.Marchisio D.Vanni M. + | 2020_98a_CanJChEng.pdf |
| Computational analysis of transport in three-dimensional heterogeneous materials: An OpenFOAM®-based simulation framework / Boccardo, G.; Crevacore, E.; Passalacqua, A.; Icardi, M.. - In: COMPUTING AND VISUALIZATION IN SCIENCE. - ISSN 1432-9360. - ELETTRONICO. - 23:1-4(2020). [10.1007/s00791-020-00321-6] | 1-gen-2020 | Boccardo G.Crevacore E.Passalacqua A.Icardi M. | Boccardo2020_Article_ComputationalAnalysisOfTranspo.pdf |