Multiscale modelling for materials science and process engineering
Specific mission
Development of multiscale modelling platforms including:
(1) continuum mechanics (computational fluid dynamics, rigid-body simulation),
(2) mesoscale models (Stokesian and population dynamics),
(3) molecular models (full-atom and coarse-grained molecular dynamics)
The multiscale platforms are based on open-source license-free simulation tools and the work focuses on the development of connections between models by using different strategies (e.g. parameter passing).
Main research topics
- Computational Fluid Dynamics for turbulent multiphase polydisperse systems
- Molecular dynamics simulation of fluids
- Mesoscale simulation of colloidal systems
- Multiscale simulation of flow and transport in porous media
- Multiscale modeling of polymer reacting systems
Main partnerships
- Prof. Rodney Fox, Iowa State University
- Prof. Paola Carbone, University of Manchester, UK
- Prof. Emilio Baglietto, Massachusetts Institute of Technology
- Prof. Martin Van Sint Annaland, Eindhoven University of Technology
- Prof. Ville Alopaeus, Aalto University
- Prof. Ignacio Pagonabarraga, University of Barcellona
- Prof. Mike Allen, University of Warwick
- Prof. Matthäus Bäbler, KTH Royal Institute of Technology
- IFP Energies Nouvelles, Lyon
- ENI – Division Refining and Marketing
- BASF – Multiphase Flow Group
- BASF – Polymer Reaction Engineering Group
- OPTIMAD Engineering
- CEA - Commissariat à l'énergie atomique et aux énergies alternatives
Projects and publications
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Selected funded research projects
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DIGITAL ONTOLOGY-BASED MODELLING ENVIRONMENT FOR SIMULATION OF MATERIALS
MARCHISIO DANIELE
2019 - 2023 (Completed) -
VIRTUAL MATERIALS MARKET PLACE (VIMMP)
ASINARI PIETRO, MARCHISIO DANIELE
2018 - 2021 (Completed) -
MODELLAZIONE DI SISTEMI GAS-LIQUIDO-SOLIDO
VANNI MARCO
2018 - 2020 (Completed) -
SIMULAZIONE NUMERICA DELLA FORMAZIONE DI SCHIUMA MEDIANTE STRUMENTI DI FLUIDODINAMICA COMPUTAZIONALE
MARCHISIO DANIELE
2017 - 2020 (Completed) -
MODENA - MODELLING OF MORPHOLOGY DEVELOPMENT OF MICRO- AND NANO STRUCTURES
MARCHISIO DANIELE
2013 - 2016 (Completed) -
ALGORITHMIC GENERATION OF PACKINGS WITH RIGID BODY SIMULATION
MARCHISIO DANIELE
2015 - 2015 (Completed)
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DIGITAL ONTOLOGY-BASED MODELLING ENVIRONMENT FOR SIMULATION OF MATERIALS
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Selected recent publications
2022
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A modelling and experimental study on the co-precipitation of Ni0.8Mn0.1Co0.1(OH)2 as precursor for battery cathodes
Article
Para, M. L.; Alidoost, M.; Shiea, M.; Boccardo, G.; Buffo, A.; Barresi, A. A.; Marchisio, D.
CHEMICAL ENGINEERING SCIENCE
Elsevier
Vol.254 pp.11 ISSN:0009-2509 DOI:10.1016/j.ces.2022.117634
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Effect of different good solvents in flash nano-precipitation via multi-scale population balance modeling-CFD coupling approach
Article
Lavino, Alessio D.; Ferrari, Marco; Barresi, Antonello A.; Marchisio, Daniele
CHEMICAL ENGINEERING SCIENCE
Elsevier
Vol.245 pp.13 ISSN:0009-2509 DOI:10.1016/j.ces.2021.116833
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Use of CFD for the design and optimization of freeze-dryers
Book chapter
Barresi, A. A.
Freeze-Drying of Pharmaceutical Products
CRC Press (STATI UNITI D'AMERICA)
Vol.Chap. 9 pp.23 (pp.165-187) ISBN:9780367076801 DOI:10.1201/9780429022074-9 -
A multi-scale computational framework for modelling the freeze-drying of microparticles in packed-beds
Article
Capozzi, L. C.; Barresi, A. A.; Pisano, R.
POWDER TECHNOLOGY
Elsevier BV
Vol.343 pp.13 (pp.834-846) ISSN:0032-5910 DOI:10.1016/j.powtec.2018.11.067
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Description of droplet coalescence and breakup in emulsions through a homogeneous Population Balance Model
Article
Castellano, Simone; Sheibat-Othman, Nida; Marchisio, Daniele; Buffo, Antonio; Charton, Sophie
CHEMICAL ENGINEERING JOURNAL
Elsevier
Vol.354 pp.11 (pp.1197-1207) ISSN:1385-8947 DOI:10.1016/j.cej.2018.07.176 -
Bridging the gap across scales: Coupling CFD and MD/GCMC in polyurethane foam simulation
Article
Karimi, Mohsen; Marchisio, Daniele; Laurini, Erik; Fermeglia, Maurizio; Pricl, Sabrina
CHEMICAL ENGINEERING SCIENCE
Elsevier Ltd
Vol.178 pp.9 (pp.39-47) ISSN:0009-2509 DOI:10.1016/j.ces.2017.12.030 -
A robust upscaling of the effective particle deposition rate in porous media
Article
Boccardo, Gianluca; Crevacore, Eleonora; Sethi, Rajandrea; Icardi, Matteo
JOURNAL OF CONTAMINANT HYDROLOGY
Elsevier
pp.11 ISSN:0169-7722 DOI:10.1016/j.jconhyd.2017.09.002
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Simulation of a reacting gas–liquid bubbly flow with CFD and PBM: Validation with experiments
Article
Buffo, Antonio; Vanni, Marco; Marchisio, Daniele
APPLIED MATHEMATICAL MODELLING
Elsevier Inc.
Vol.44 pp.18 (pp.43-60) ISSN:0307-904X DOI:10.1016/j.apm.2016.11.010 -
Shear-induced aggregation of colloidal particles: A comparison between two different approaches to the modelling of colloidal interactions
Article
Frungieri, Graziano; Vanni, Marco
CANADIAN JOURNAL OF CHEMICAL ENGINEERING
Wiley
Vol.95 pp.13 (pp.1768-1780) ISSN:0008-4034 DOI:10.1002/cjce.22843
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A modelling and experimental study on the co-precipitation of Ni0.8Mn0.1Co0.1(OH)2 as precursor for battery cathodes