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Daniele Marchisio

Politecnico di Torino

SCHOLARLY PAPERS

7

DOWNLOADS

351

TOTAL CITATIONS

4

Scholarly Papers (7)

1.

Prediction of Local Concentration Fields in Porous Media with Chemical Reaction Using a Multi Scale Convolutional Neural Network

Number of pages: 33 Posted: 16 Aug 2022
Politecnico di Torino, Government of the United States of America - Los Alamos National Laboratory, Politecnico di Torino, Government of the United States of America - Los Alamos National Laboratory, Politecnico di Torino and University of Texas at Austin
Downloads 92 (730,864)
Citation 3

Abstract:

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porous media, convolutional neural networks, Machine Learning, CFD, Reaction, filtration

2.

CFD modelling and experimental study of NMC hydroxide cathode precursor precipitation in a continuous stirrer tank reactor: Modelling parameter study for nucleation, growth and agglomeration

Number of pages: 44 Posted: 25 Nov 2025
Curtin University, Curtin University, Politecnico di Torino, Curtin University and Curtin University
Downloads 67 (916,100)

Abstract:

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Computational Fluid Dynamics Modelling, Population Balance Modelling, Ni-Co-Mn hydroxide coprecipitation, Crystal growth kinetics, NCM Cathode Precursor

3.

Dissipative Particle Dynamics as a Computational Tool to Detect the Morphology-Rheology Interplay in Pluronic F68/Water Mixtures: A Promising Drug Carrier

Number of pages: 33 Posted: 27 May 2025
Politecnico di Torino, University of Naples Federico II, affiliation not provided to SSRN, Politecnico di Torino, University of Naples Federico II, University of Naples Federico II and Politecnico di Torino
Downloads 57 (989,921)

Abstract:

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Dissipative particle dynamics, Rheology, Pluronics, self-assembly, Drug Delivery Systems

4.

Population Balance Modelling of Magnesium Hydroxide Precipitation: Full Validation on Different Reactor Configurations

Number of pages: 27 Posted: 09 Aug 2023
affiliation not provided to SSRN, ETH Zürich, University of Palermo, ETH Zürich, ETH Zürich, University of Palermo, Politecnico di Torino, affiliation not provided to SSRN and Politecnico di Torino
Downloads 40 (1,183,237)
Citation 1

Abstract:

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Magnesium hydroxide, aggregation, Predictive model, QMOM, precipitation

5.

Multivariate Optimization and Inverse Design of Digital Twins for Multiphase Reactive Systems via Deep Learning and 3D CFD–PBM Simulations

Number of pages: 27 Posted: 25 Nov 2025
ANTONELLO RAPONI and Daniele Marchisio
affiliation not provided to SSRN and Politecnico di Torino
Downloads 33 (1,304,549)

Abstract:

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Multivariate optimization, Artificial intelligence, Population Balance Model, Computational Fluid Dynamics, Digital Twins, Inverse Design

6.

Deep Learning for Kinetics Parameters Identification: A Novel Approach for Multi-Objective Optimization

Number of pages: 28 Posted: 06 Feb 2024
ANTONELLO RAPONI and Daniele Marchisio
affiliation not provided to SSRN and Politecnico di Torino
Downloads 33 (1,277,121)

Abstract:

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machine learning, Population Balance Model, Precipitation, Predictive Framework, Optimization

7.
Downloads 29 (1,332,057)

Abstract:

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deep learning, Computational fluid dynamics, Population Balance Modelling, Semi-batch, Magnesium Hydroxide