Pierantonio Facco - Publications, H-index & Citations

Pierantonio Facco

university of padova

22H指数

124论文数

1.4K被引数

收录论文 26

发表时间

On the impact of mechanistic model quality and data availability in hybrid model development 关于机制模型质量及数据可用性对混合模型开发的影响

Computers & Chemical Engineering

IF3.9

2025-12-20

OAAI

Margherita Geremia; Tiziana Marella; Elaheh Ardalani; Samira Beyramysoltan; Sayantan Chattoraj; Pierantonio Facco; Massimiliano Barolo; Fabrizio Bezzo

Design of Dynamic Experiments (DoDE) to optimize the lutein production by Coccomyxa onubensis in a novel high-cell density reactor 动态实验设计（DoDE）在新型高细胞密度反应器中优化Coccomyxa onubensis类胡萝卜素生产的设计

ALGAL RESEARCH-BIOMASS BIOFUELS AND BIOPRODUCTS

IF4.5

2025-07-01

PREAI

Tizzani, R; Barberi, G; Mohamadnia, S; Angelidaki, I; Facco, P; Sforza, E

NEXT-FBA: A hybrid stoichiometric/data-driven approach to improve intracellular flux predictions NEXT-FBA：一种改进胞内通量预测的混合计量/数据驱动方法

METABOLIC ENGINEERING

IF6.8

2025-05-17

OAAI

James Morrissey; Gianmarco Barberi; Benjamin Strain; Pierantonio Facco; Cleo Kontoravdi

Accelerating pharmaceutical tablet development by transfer of powder compaction equipment across types and scales

INTERNATIONAL JOURNAL OF PHARMACEUTICS

IF5.2

2024-12-01

PREAI

Beccaro, Luca; Facco, Pierantonio; Dhenge, Ranjit M.; Khala, Marv J.; Cenci, Francesca; Bezzo, Fabrizio; Barolo, Massimiliano

Productive CHO cell lines selection in biopharm process development through machine learning on metabolomic dynamics

AICHE JOURNAL

IF4

2024-10-09

OAAI

Barberi, Gianmarco; Benedetti, Antonio; Diaz-Fernandez, Paloma; Sevin, Daniel C.; Vappiani, Johanna; Finka, Gary; Bezzo, Fabrizio; Facco, Pierantonio

Capturing connectivity information from process flow diagrams by sequential-orthogonalized PLS to improve soft-sensor performance

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2024-09-01

OAAI

Zhu, Qiang; Facco, Pierantonio; Zhao, Zhonggai; Barolo, Massimiliano

Predicting drug solubility in organic solvents mixtures: A machine-learning approach supported by high-throughput experimentation 预测药物在有机溶剂混合物中的溶解度: 高通量实验支持的机器学习方法

INTERNATIONAL JOURNAL OF PHARMACEUTICS

IF5.2

2024-07-01

OAAI

Cenci, Francesca; Diab, Samir; Ferrini, Paola; Harabajiu, Catajina; Barolo, Massimiliano; Bezzo, Fabrizio; Facco, Pierantonio

Understanding Fouling in an Industrial Biorefinery Membrane Separation Process by Feature-Oriented Data-Driven Modeling

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2024-05-08

PREAI

Arnese-Feffin, Elia; Facco, Pierantonio; Turati, Daniele; Bezzo, Fabrizio; Barolo, Massimiliano

Data fusion of Raman spectra in MSPC for fault detection and diagnosis in pharmaceutical manufacturing

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2024-05-01

PREAI

Jul-Jorgensen, I.; Facco, P.; Gernaey, K. V.; Barolo, M.; Hundahl, C. A.

Hybrid modeling of a biorefinery separation process to monitor short-term and long-term membrane fouling

CHEMICAL ENGINEERING SCIENCE

IF4.3

2024-01-01

OAAI

Arnese-Feffin, Elia; Facco, Pierantonio; Turati, Daniele; Bezzo, Fabrizio; Barolo, Massimiliano

Optimal Indicator-Variable Approach for Trajectory Synchronization in Uneven-Length Multiphase Batch Processes

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2023-10-27

OAAI

Sartori, Francesco; Facco, Pierantonio; Zuecco, Federico; Bezzo, Fabrizio; Barolo, Massimiliano

An exploratory model-based design of experiments approach to aid parameters identification and reduce model prediction uncertainty

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2023-09-01

OAAI

Cenci, Francesca; Pankajakshan, Arun; Facco, Pierantonio; Galvanin, Federico

Data-driven tools for the optimization of a pharmaceutical process through its knowledge-driven model 通过其知识驱动模型优化制药过程的数据驱动工具

AICHE JOURNAL

IF4

2022-11-22

PREAI

Castaldello, Christopher; Facco, Pierantonio; Bezzo, Fabrizio; Georgakis, Christos; Barolo, Massimiliano

Digital design of new products: accounting for output correlation via a novel algebraic formulation of the latent-variable model inversion problem

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2022-08-01

PREAI

Arnese-Feffin, Elia; Facco, Pierantonio; Bezzo, Fabrizio; Barolo, Massimiliano

Integrating metabolome dynamics and process data to guide cell line selection in biopharmaceutical process development

METABOLIC ENGINEERING

IF6.8

2022-07-01

PREAI

Barberi, Gianmarco; Benedetti, Antonio; Diaz-Fernandez, Paloma; Sevin, Daniel C.; Vappiani, Johanna; Finka, Gary; Bezzo, Fabrizio; Barolo, Massimiliano; Facco, Pierantonio

Streamlining tablet lubrication design via model-based design of experiments

INTERNATIONAL JOURNAL OF PHARMACEUTICS

IF5.2

2022-02-01

PREAI

Cenci, Francesca; Bano, Gabriele; Christodoulou, Charalampos; Vueva, Yuliya; Zomer, Simeone; Barolo, Massimiliano; Bezzo, Fabrizio; Facco, Pierantonio

Using data analytics to accelerate biopharmaceutical process scale-up

BIOCHEMICAL ENGINEERING JOURNAL

IF3.8

2020-12-01

PREAI

Facco, Pierantonio; Zomer, Simeone; Rowland-Jones, Ruth C.; Marsh, Douglas; Diaz-Fernandez, Paloma; Finka, Gary; Bezzo, Fabrizio; Barolo, Massimiliano

A hybrid framework for process monitoring: Enhancing data-driven methodologies with state and parameter estimation

JOURNAL OF PROCESS CONTROL

IF3.9

2020-08-01

OAAI

Destro, Francesco; Facco, Pierantonio; Munoz, Salvador Garcia; Bezzo, Fabrizio; Barolo, Massimiliano

Design space maintenance by online model adaptation in pharmaceutical manufacturing

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2019-08-01

PREAI

Bano, Gabriele; Facco, Pierantonio; Ierapetritou, Marianthi; Bezzo, Fabrizio; Barolo, Massimiliano