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Mattia Vallerio

Ricercatori a tempo determinato

Politecnico di Milano

Italy

Research Interests

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Professors in Italy Professors in Energy Engineering Energy Engineering professors in Italy

Articles (12)

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2026

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2026

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2026

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2026

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2026

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2026

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2026

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2026

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2025

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2025

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2025

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2025

Collaborators (2)

Ehecatl Antonio del Rio Chanona

Lecturer

Imperial College London

UNITED KINGDOM

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Emanuele Moioli

Associate Professor

Politecnico di Milano

ITALY

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Mattia Vallerio

Research Interests

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Articles (12)

Comparison of feature engineering and classification pipelines for E-Nose diagnostics: Accuracy and calibration transfer on a complex human urine dataset

Dynamic SHAP: Time resolved explainable AI for batch processes

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

Towards near-ZLD sea water brine treatment: A techno-economic study

Dynamic Modelling of Renewable-driven CO2 Methanation using Recurrent Neural Networks

A hybrid surrogate and simulation-based framework for efficient CapEx/OpEx optimization in complex chemical plants

Computationally‐Efficient Environmental and Economic Multi‐Objective Optimization of a Methanol Production Process via Surrogate Modeling

Industrial scale biogas reforming modelling and validation

Advanced Steady-state Detection in Biogas Plant Data Using Statistical and Machine Learning Techniques

Dynamic simulation and Residence time Optimization of an Autohydrolysis Reactor for the Valorization of Lignocellulosic Waste

Collaborators (2)

Ehecatl Antonio del Rio Chanona

Emanuele Moioli

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