Archivio Istituzionale della RicercaMARCHISIO, DANIELE
MARCHISIO, DANIELE
Dipartimento Scienza Applicata e Tecnologia
Marchisio, Daniele L.; Marchisio, Daniele L; Marchisio, Daniele l.; Marchisio D.L.; Marchisio, D.L.; Daniele L. Marchisio; Daniele Marchisio; Daniele Luca Marchisio
003675
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
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
Computational Fluid Dynamics and Population Balance Model Enhances the Smart Manufacturing and Performance Optimization of an Innovative Precipitation Reactor
2025 Raponi, Antonello; Fida, Diego; Vicari, Fabrizio; Cipollina, Andrea; Marchisio, Daniele
Dissipative particle dynamics as a computational tool to detect the morphology-rheology interplay in Pluronic F68/water mixtures: A promising drug carrier
2025 Lauriello, N.; Di Spirito, N. A.; Šindelka, Karel; Boccardo, G.; Pasquino, R.; Grizzuti, N.; Marchisio, D.
Indoor Transmission of Respiratory Droplets Under Different Ventilation Systems Using the Eulerian Approach for the Dispersed Phase
2025 Feng, Yi; Li, Dongyue; Marchisio, Daniele; Vanni, Marco; Buffo, Antonio
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
Numerical methods for multiphase flows
2025 Garcia-Villalba, Manuel; Colonius, Tim; Desjardins, Olivier; Lucas, Dirk; Mani, Ali; Marchisio, Daniele; Matar, Omar K.; Picano, Francesco; Zaleski, Stéphane
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.
Comparison between Compartment and Computational Fluid Dynamics Models for Simulating Reactive Crystallization Processes
2024 Querio, Andrea; Shiea, Mohsen; Buffo, Antonio; Marchisio, Daniele Luca
Cultivated meat beyond bans: Ten remarks from the Italian case toward a reasoned decision-making process
2024 Antonio Fino, Michele; Anza`, Bruna; Bairati, Lorenzo; Bertini, Ilaria; Biolatti, Bartolomeo; Biressi, Stefano; Tiziana Cannizzo, Francesca; Cavallarin, Laura; Conti, Luciano; Deriu, Marco; Gargioli, Cesare; Loera, Barbara; Lo Sapio, Luca; Marchisio, Daniele; Pallante, Lorenzo; Stano, Simona; Torri, Luisa; Bertero, Alessandro; Massai, Diana
Deep learning for kinetics parameters identification: A novel approach for multi-variate optimization
2024 Raponi, Antonello; Marchisio, Daniele
Mixing phenomena in circular and rectangular cross-sectional T-mixers: Experimental and numerical assessment
2024 Battaglia, G.; Romano, S.; Raponi, A.; Volpe, F.; Bellanca, L.; Ciofalo, M.; Marchisio, D.; Cipollina, A.; Micale, G.; Tamburini, A.
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 computational fluid dynamics—Population balance equation approach for evaporating cough droplets transport
2023 Feng, Yi; Li, Dongyue; Marchisio, Daniele; Vanni, Marco; Buffo, Antonio
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.
Computational Modeling of Magnesium Hydroxide Precipitation and Kinetics Parameters Identification
2023 Raponi, Antonello; Romano, Salvatore; Battaglia, Giuseppe; Buffo, Antonio; Vanni, Marco; Cipollina, Andrea; Marchisio, Daniele
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.
Electrochemical performance optimization of NMC811 through the structure design of its precursor
2023 Para, MARIA LAURA; Querio, Andrea; Amici, JULIA GINETTE NICOLE; Versaci, Daniele; Barresi, Antonello A.; Bodoardo, Silvia; Marchisio, Daniele
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.
| 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 |
| Comparative Analysis via CFD Simulation on the Impact of Graphite Anode Morphologies on the Discharge of a Lithium-Ion Battery / Lombardo Pontillo, Alessio; Marcato, Agnese; Versaci, Daniele; Marchisio, Daniele; Boccardo, Gianluca. - 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 |
| Computational Fluid Dynamics and Population Balance Model Enhances the Smart Manufacturing and Performance Optimization of an Innovative Precipitation Reactor / Raponi, Antonello; Fida, Diego; Vicari, Fabrizio; Cipollina, Andrea; Marchisio, Daniele. - In: PROCESSES. - ISSN 2227-9717. - 13:6(2025). [10.3390/pr13061721] | 1-gen-2025 | Raponi, AntonelloFida, DiegoMarchisio, Daniele + | processes-13-01721.pdf |
| Dissipative particle dynamics as a computational tool to detect the morphology-rheology interplay in Pluronic F68/water mixtures: A promising drug carrier / Lauriello, N.; Di Spirito, N. A.; Šindelka, Karel; Boccardo, G.; Pasquino, R.; Grizzuti, N.; Marchisio, D.. - In: JOURNAL OF COLLOID AND INTERFACE SCIENCE. - ISSN 0021-9797. - 700:Pt 3(2025). [10.1016/j.jcis.2025.138525] | 1-gen-2025 | Lauriello, N.Marchisio, D. + | 1-s2.0-S0021979725019162-main.pdf |
| Indoor Transmission of Respiratory Droplets Under Different Ventilation Systems Using the Eulerian Approach for the Dispersed Phase / Feng, Yi; Li, Dongyue; Marchisio, Daniele; Vanni, Marco; Buffo, Antonio. - In: FLUIDS. - ISSN 2311-5521. - 10:7(2025). [10.3390/fluids10070185] | 1-gen-2025 | Feng, YiMarchisio, DanieleVanni, MarcoBuffo, Antonio + | fluids-10-00185.pdf |
| Interpretable machine-learning enhanced parametrization methodology for Pluronics–water mixtures in DPD simulations / Lauriello, Nunzia; Ponnana, Deekshith Naidu; Ma, Zhan; Šindelka, Karel; Buffo, Antonio; Boccardo, Gianluca; Marchisio, Daniele; Pan, Wenxiao. - 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 |
| Numerical methods for multiphase flows / Garcia-Villalba, Manuel; Colonius, Tim; Desjardins, Olivier; Lucas, Dirk; Mani, Ali; Marchisio, Daniele; Matar, Omar K.; Picano, Francesco; Zaleski, Stéphane. - In: INTERNATIONAL JOURNAL OF MULTIPHASE FLOW. - ISSN 0301-9322. - 191:(2025). [10.1016/j.ijmultiphaseflow.2025.105285] | 1-gen-2025 | Marchisio, Daniele + | 1-s2.0-S0301932225001636-main.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 |
| Comparison between Compartment and Computational Fluid Dynamics Models for Simulating Reactive Crystallization Processes / Querio, Andrea; Shiea, Mohsen; Buffo, Antonio; Marchisio, Daniele Luca. - In: INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. - ISSN 0888-5885. - 63:50(2024), pp. 21991-22004. [10.1021/acs.iecr.4c01483] | 1-gen-2024 | Querio, AndreaBuffo, AntonioMarchisio, Daniele Luca + | Revision__UNMARKED____Reactive_co_precipitation_in_a_continuous_stirred_tank_reactor__comparison_between_CFD_PBM_and_Compartment_Model_approaches.pdf; querio-et-al-2024-comparison-between-compartment-and-computational-fluid-dynamics-models-for-simulating-reactive.pdf |
| Cultivated meat beyond bans: Ten remarks from the Italian case toward a reasoned decision-making process / Antonio Fino, Michele; Anza`, Bruna; Bairati, Lorenzo; Bertini, Ilaria; Biolatti, Bartolomeo; Biressi, Stefano; Tiziana Cannizzo, Francesca; Cavallarin, Laura; Conti, Luciano; Deriu, Marco; Gargioli, Cesare; Loera, Barbara; Lo Sapio, Luca; Marchisio, Daniele; Pallante, Lorenzo; Stano, Simona; Torri, Luisa; Bertero, Alessandro; Massai, Diana. - In: ONE EARTH. - ISSN 2590-3322. - ELETTRONICO. - 7:12(2024), pp. 2108-2111. [10.1016/j.oneear.2024.11.002] | 1-gen-2024 | Bruna Anza`Marco DeriuDaniele MarchisioLorenzo PallanteDiana Massai + | 2024_Fino_CultivatedMeatBeyondBans.pdf; 2023 CC BY JPLA.pdf |
| Deep learning for kinetics parameters identification: A novel approach for multi-variate optimization / Raponi, Antonello; Marchisio, Daniele. - In: CHEMICAL ENGINEERING JOURNAL. - ISSN 1385-8947. - 489:(2024), pp. 1-9. [10.1016/j.cej.2024.151149] | 1-gen-2024 | Raponi, AntonelloMarchisio, Daniele | 1-s2.0-S1385894724026366-main.pdf |
| Mixing phenomena in circular and rectangular cross-sectional T-mixers: Experimental and numerical assessment / Battaglia, G.; Romano, S.; Raponi, A.; Volpe, F.; Bellanca, L.; Ciofalo, M.; Marchisio, D.; Cipollina, A.; Micale, G.; Tamburini, A.. - In: CHEMICAL ENGINEERING RESEARCH & DESIGN. - ISSN 0263-8762. - 201:(2024), pp. 228-241. [10.1016/j.cherd.2023.11.056] | 1-gen-2024 | Raponi A.Marchisio D. + | 1-s2.0-S0263876223007669-main.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 computational fluid dynamics—Population balance equation approach for evaporating cough droplets transport / Feng, Yi; Li, Dongyue; Marchisio, Daniele; Vanni, Marco; Buffo, Antonio. - In: INTERNATIONAL JOURNAL OF MULTIPHASE FLOW. - ISSN 0301-9322. - 165:(2023), pp. 1-18. [10.1016/j.ijmultiphaseflow.2023.104500] | 1-gen-2023 | Feng, YiMarchisio, DanieleVanni, MarcoBuffo, Antonio + | yfeng_A_CFD_PBE_approach_for_respiratory_droplets.pdf; A computational fluid dynamics - population balance equation approach for evaporating cough droplets transport.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 |
| Computational Modeling of Magnesium Hydroxide Precipitation and Kinetics Parameters Identification / Raponi, Antonello; Romano, Salvatore; Battaglia, Giuseppe; Buffo, Antonio; Vanni, Marco; Cipollina, Andrea; Marchisio, Daniele. - In: CRYSTAL GROWTH & DESIGN. - ISSN 1528-7483. - 23:7(2023), pp. 4748-4759. [10.1021/acs.cgd.2c01179] | 1-gen-2023 | Raponi, AntonelloBuffo, AntonioVanni, MarcoMarchisio, Daniele + | acs.cgd.2c01179.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 |
| Electrochemical performance optimization of NMC811 through the structure design of its precursor / Para, MARIA LAURA; Querio, Andrea; Amici, JULIA GINETTE NICOLE; Versaci, Daniele; Barresi, Antonello A.; Bodoardo, Silvia; Marchisio, Daniele. - In: JOURNAL OF ELECTROANALYTICAL CHEMISTRY. - ISSN 1572-6657. - STAMPA. - 943:(2023). [10.1016/j.jelechem.2023.117630] | 1-gen-2023 | Maria Laura ParaAndrea QuerioJulia AmiciDaniele VersaciAntonello A. BarresiSilvia BodoardoDaniele Marchisio | 2023_JEAC_943_NMC811-precursor.pdf |
| Modeling the 4D discharge of lithium-ion batteries with a multiscale time-dependent deep learning framework / Marcato, Agnese; Santos, Javier E.; Liu, Chaoyue; Boccardo, Gianluca; Marchisio, Daniele; Franco, Alejandro 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 |