Massimiliano Barolo - Publications, H-index & Citations

Massimiliano Barolo

university of padova

31H指数

198论文数

3.3K被引数

收录论文 102

发表时间

Beyond black-box models: Measuring physics-driven and data-driven contributions in hybrid process models 超越黑箱模型：测量混合过程模型中物理驱动和数据驱动的贡献

Digital Chemical Engineering

IF4.1

2026-04-12

OAAI

Tobias Overgaard; Maria-Ona Bertran; Bo Friis Nielsen; Pierantonio Facco; Massimiliano Barolo

HyMech: AI-driven framework for physics-informed discovery of interpretable hybrid models HyMech：一种由AI驱动的、用于基于物理信息发现可解释混合模型的框架

Computers & Chemical Engineering

IF3.9

2026-03-12

OAAI

Lorenzo Rossi; Fabrizio Bezzo; Massimiliano Barolo

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

Transforming the Process Industries through Electrification: Challenges and Opportunities 通过电气化改造流程工业：挑战与机遇

Industrial & Engineering Chemistry Research

IF0

2025-07-29

PREAI

Michael Baldea; Elizabeth E. Endler; Elaine Hale; Christos T. Maravelias; Massimiliano Barolo; Iiro Harjunkoski; Mehmet Mercangoz; Sirish L. Shah; Masoud Soroush; Brent R. Young; Qi Zhang

Smart Process Analytics for Process Monitoring

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2025-03-01

PREAI

Mohr, Fabian; Arnese-Feffin, Elia; Barolo, Massimliano; Braatz, Richard D.

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

Systematizing product design by latent-variable modeling - A unifying framework for the formulation and solution of PLS model inversion problems

CHEMICAL ENGINEERING SCIENCE

IF4.3

2024-11-01

OAAI

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

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

On the use of machine learning to generate in-silico data for batch process monitoring under small-data scenarios

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2024-01-01

OAAI

Gasparini, Luca; Benedetti, Antonio; Marchese, Giulia; Gallagher, Connor; Facco, Pierantonio; 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

A general procedure for the evaluation of the prediction fidelity of pharmaceutical systems models

CHEMICAL ENGINEERING SCIENCE

IF4.3

2023-10-01

OAAI

Geremia, Margherita; Diab, Samir; Christodoulou, Charalampos; Bano, Gabriele; Barolo, Massimiliano; Bezzo, Fabrizio

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

Quality-by-control of intensified continuous filtration-drying of active pharmaceutical ingredients 活性药物成分强化连续过滤干燥的质量控制

AICHE JOURNAL

IF4

2022-10-31

OAAI

Destro, Francesco; Barolo, Massimiliano; Nagy, Zoltan K.

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

A benchmark simulator for quality-by-design and quality-by-control studies in continuous pharmaceutical manufacturing - Intensified filtration-drying of crystallization slurries

COMPUTERS & CHEMICAL ENGINEERING

IF3.9

2022-07-01

OAAI

Destro, Francesco; Nagy, Zoltan K.; Barolo, Massimiliano

研究方向