MARCATO, AGNESE

MARCATO, AGNESE  

Dipartimento Scienza Applicata e Tecnologia  

048811  

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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.pdf1-s2.0-S1385894721005295-main.pdf
A Computational Workflow to Study Particle Transport in Porous Media: Coupling CFD and Deep Learning / Marcato, A.; Boccardo, G.; Marchisio, D. L. (COMPUTER-AIDED CHEMICAL ENGINEERING). - In: Computer Aided Chemical Engineering[s.l] : Elsevier B.V., 2020. - ISBN 9780128233771. - pp. 1759-1764 [10.1016/B978-0-12-823377-1.50294-9] 1-gen-2020 Marcato A.Boccardo G.Marchisio D. L. Marcato2020.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.pdf2023_CES_SFD_postprint_Authors_accepted_manuscript.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
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
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.pdfCan J Chem Eng - 2023 - Marcato - Reconciling deep learning and first‐principle modelling for the investigation of.pdf