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Mattia Vallerio

polytechnic university of milan

12H指数
51论文数
558被引数
收录论文 18
发表时间
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Dynamic SHAP: Time resolved explainable AI for batch processes动态SHAP：面向批次过程的时序可解释人工智能
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2026-09-29
err1
PREAI
errBrunaccioni, Luca; de Fusco, Francesco; Vallerio, Mattia
err分享
err收藏
Comparison of feature engineering and classification pipelines for E-Nose diagnostics: Accuracy and calibration transfer on a complex human urine dataset特征工程与分类流水线在电子鼻诊断中的应用比较：复杂人尿液数据集上的准确性与校准传递
errSensors and Actuators B-Chemical
IF7.7
err2026-07-27
err0
PREAI
errMichela Cassinerio; Francesco de Fusco; Beatrice Julia Lotesoriere; Stefano Robbiani; Fabio Grizzi; Gianluigi Taverna; Raffaele Dellacà; Mattia Vallerio; Laura Maria Teresa Capelli
err分享
err收藏
Integrated valorization of algae residue and oily sludge into hydrogen and liquid biofuels: detailed process simulation and preliminary operational assessment藻渣和含油污泥的综合增值化利用制取氢气和液体生物燃料：详细工艺模拟与初步运行评估
errRenewable Energy
IF9.1
err2026-05-08
err0
PREAI
errMarcello Maria Bozzini; Francesco de Fusco; Nuria Ferrera Lorenzo; Mattia Vallerio; Flavio Manenti
err分享
err收藏
Optimal Design of Acid Gas-to-Syngas (AG2S) Technology: Process Optimization and Surrogate Modeling酸气制合成气（AG2S）技术的优化设计：工艺优化与替代建模
errIndustrial & Engineering Chemistry Research
IF0
err2026-04-07
err0
errOAAI
errSimone Caspani; Luis Felipe Sánchez; Mattia Vallerio; Flavio Manenti
err分享
err收藏
All you need is noise – from feature selection to explainable industrial AI所有你需要的是噪音-从功能选择到可解释的工业AI
errDigital Chemical Engineering
IF4.1
err2026-02-04
err0
errOAAI
errMattia Vallerio; Antonio del Rio Chanona; Francisco J. Navarro-Brull
err分享
err收藏
A hybrid surrogate and simulation-based framework for efficient CapEx/OpEx optimization in complex chemical plants一种混合代理模型与仿真驱动的框架，用于复杂化工装置中高效资本支出/运营支出的优化
errChemical Engineering and Processing - Process Intensification
IF0
err2025-11-29
err0
PREAI
errLuis Felipe Sánchez; Marcello Maria Bozzini; Mattia Vallerio; Flavio Manenti
err分享
err收藏
Computationally-Efficient Environmental and Economic Multi-Objective Optimization of a Methanol Production Process via Surrogate Modeling通过替代模型对甲醇生产过程进行计算效率高的环境和经济多目标优化
errENGINEERING REPORTS
IF2
err2025-11-01
err0
errOAAI
errSanchez, Luis Felipe; Vallerio, Mattia; Manenti, Flavio
err分享
err收藏
Towards near-ZLD sea water brine treatment: A techno-economic study迈向近零液体排放的海水卤水处理：一项技术经济研究
errDesalination
IF9.8
err2025-11-01
err0
PREAI
errMattia Vallerio; Loretta Salano; Flavio Manenti
err分享
err收藏
Energy-efficient start-up optimization via digital twin for a vegetable broth sterilization process通过数字孪生实现蔬菜汤 broth 灭菌过程的节能启动优化
errJournal of Food Engineering
IF5.8
err2025-09-30
err0
errOAAI
errMarcello Maria Bozzini; Marco Menegon; Alberto di Loreto; Gaia Lunari; Silvia Serena Mariani; Mattia Vallerio; Laura Piazza; Flavio Manenti
err分享
err收藏
Industrial data science - a review of machine learning applications for chemical and process industries
errREACTION CHEMISTRY & ENGINEERING
IF3.1
err2022-01-01
err46
errOAAI
errMowbray, Max; Vallerio, Mattia; Perez-Galvan, Carlos; Zhang, Dongda; Chanona, Antonio Del Rio; Navarro-Brull, Francisco J.
err分享
err收藏
A study of integrated experiment design for NMPC applied to the Droop model
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2017-03-01
err21
errOAAI
errTelen, D.; Houska, B.; Vallerio, M.; Logist, F.; Van Impe, J.
err分享
err收藏
Robust multi-objective dynamic optimization of chemical processes using the Sigma Point method
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2016-02-01
err42
PREAI
errVallerio, Mattia; Telen, Dries; Cabianca, Lorenzo; Manenti, Flavio; Van Impe, Jan; Logist, Filip
err分享
err收藏
Interactive NBI and (E)NNC methods for the progressive exploration of the criteria space in multi-objective optimization and optimal control
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2015-11-01
err14
PREAI
errVallerio, Mattia; Vercammen, Dominique; Van Impe, Jan; Logist, Filip
err分享
err收藏
An interactive decision-support system for multi-objective optimization of nonlinear dynamic processes with uncertainty
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2015-11-01
err47
errOAAI
errVallerio, Mattia; Hufkens, Jan; Van Impe, Jan; Logist, Filip
err分享
err收藏
Approximate robust optimization of nonlinear systems under parametric uncertainty and process noise
errJOURNAL OF PROCESS CONTROL
IF3.9
err2015-09-01
err53
errOAAI
errTelen, D.; Vallerio, M.; Cabianca, L.; Houska, B.; Van Impe, J.; Logist, F.
err分享
err收藏
Tuning of NMPC controllers via multi-objective optimisation
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2014-02-01
err61
errOAAI
errVallerio, Mattia; Van Impe, Jan; Logist, Filip
err分享
err收藏
Model-Based Optimization of the Cooling System of an Industrial Tubular LDPE Reactor
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2013-01-16
err7
errOAAI
errVallerio, Mattia; Logist, Filip; Van Erdeghem, Peter; Dittrich, Christoph; Van Impe, Jan
err分享
err收藏
Multi-objective optimal control of chemical processes using ACADO toolkit
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2012-02-01
err47
errOAAI
errLogist, F.; Vallerio, M.; Houska, B.; Diehl, M.; Van Impe, J.
err分享
err收藏

研究方向

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合作学者
合作期刊
J
Jan Van Impe
H 指数: 64 · 论文数: 1.4K
M
Moritz Diehl
H 指数: 61 · 论文数: 718
F
Fabio Grizzi
H 指数: 51 · 论文数: 447
F
Flavio Manenti
H 指数: 45 · 论文数: 525
R
Raffaele L. Dellacá
H 指数: 35 · 论文数: 313
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