Mattia Vallerio
Tenure Track Assistant Professor - Departimento di Chimica, Materiali e Ingengerica Chimica "Giulio Natta" · Politecnico di Milano
https://researchid.co/mvallerio
@polimi.it
38Scopus Publications
767Google Scholar Citations
13Google Scholar h-index
14Google Scholar i10-index
Research Interests
Industrial Data Science, Machine Learning, Dynamic Optimization, Non Linear Optimization, Gen-AI, Fully Autonomus Production Processes
Recent Scopus Publications
- Dynamic SHAP: Time resolved explainable AI for batch processes
- Integrated valorization of algae residue and oily sludge into hydrogen and liquid biofuels: detailed process simulation and preliminary operational assessment
- Optimal Design of Acid Gas-to-Syngas (AG2S) Technology: Process Optimization and Surrogate Modeling
- All you need is noise — from feature selection to explainable industrial AI
- Energy-efficient start-up optimization via digital twin for a vegetable broth sterilization process
Links
- ORCID https://orcid.org/0000-0003-0669-1108
- Google Scholar https://scholar.google.com/citations?user=JjZUdLIAAAAJ&hl
- Scopus https://www.scopus.com/authid/detail.uri?authorId=36680756300