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ANTONELLO RAPONI

affiliation not provided to SSRN

SCHOLARLY PAPERS

6

DOWNLOADS

154

TOTAL CITATIONS

1

Scholarly Papers (6)

1.

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

2.

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

3.

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

4.
Downloads 29 (1,332,057)

Abstract:

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

5.

A Physics-Inspired Multi-compartmental (PIMC) Population Balance Framework for Size and Aspect Ratio Control in Crystallization Scale-Up

Number of pages: 39 Posted: 16 Jun 2026
Yung-Shun Kang, ANTONELLO RAPONI and Zoltan K. Nagy
affiliation not provided to SSRN, affiliation not provided to SSRN and Purdue University
Downloads 11

Abstract:

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compartmental modeling, population balance modeling, Computational Fluid Dynamics, aspect ratio, crystallization, scale-up

6.

CompArt: Hybrid Artificial Intelligence–Compartmental modelling for transferable scale-up of multiphase reactors

Number of pages: 29 Posted: 05 Jun 2026
ANTONELLO RAPONI and Zoltan K. Nagy
affiliation not provided to SSRN and Purdue University
Downloads 8

Abstract:

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Crystallization, Smart Manufacturing, Artificial Intelligence, Compartmental Models, Scale up, Computational fluid dynamics