José A. Romagnoli

Louisiana State University — United States

Engineering · Physical Sciences

42h-index6.1kcitations453works1.72yr avg
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Research Topics

Fault Detection and Control Systems(161), Advanced Control Systems Optimization(135), Process Optimization and Integration(77), Spectroscopy and Chemometric Analyses(44), Crystallization and Solubility Studies(37)

Publications452 total

Intelligent temporal synchronization enhanced cointegration framework for non-stationary industrial process monitoring
Process Safety and Environmental Protection·2026
Uncovering Structure–Conductivity Relationships in Anion Exchange Membranes (AEMs) Using Interpretable Machine Learning
Membranes·2025Open Access
Uncovering Structure–Conductivity Relationships in AEMs Using Interpretable Machine Learning
2025
Uncovering Structure–Conductivity Relationships in AEMs Using Interpretable Machine Learning
2025
Orthogonal long short-term memory autoencoder for semi-supervised soft sensor modeling
Chemometrics and Intelligent Laboratory Systems·2025· 1 cited
RETRACTED: Harnessing Graph Learning for Surfactant Chemistry: PharmHGT, GCN, and GAT in LogCMC Prediction
2025
Physics-informed Data-driven control of Electrochemical Separation Processes
Systems and Control Transactions·2025Open Access
Comparative Analysis of PharmHGT, GCN, and GAT Models for Predicting LogCMC in Surfactants
Systems and Control Transactions·2025Open Access
Towards Self-Tuning PID Controllers: A Data-Driven, Reinforcement Learning Approach for Industrial Automation
Systems and Control Transactions·2025Open Access
Large Language Model-Augmented Machine Learning For Intelligent Fault Diagnosis in Process Systems
SSRN Electronic Journal·2025Open Access
Graph-Based Modeling and Molecular Dynamics for Ion Activity Coefficient Prediction in Polymeric Ion-Exchange Membranes
Industrial & Engineering Chemistry Research·2024· 5 citedOpen Access
Clustering
2024
Deep Learning
2024
Unsupervised Learning Case Study
2024
Deep Learning Case Studies
2024
Reinforcement Learning
2024· 2 cited
Concepts and Definitions
2024
Supervised Learning Case Studies
2024
AI in Chemical Engineering
2024· 4 citedOpen Access
Predictive Models
2024
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Frequent Co-authors

Ahmet Palazoğlu(10), Wenbo Zhu(6), Ali Abbas(4), J. Alberto Bandoni(4), Yan Ma(3), Michael G. Benton(3), Seyed Mostafa Nowee Baghban(3), G.W. Barton(3), Omar Galán(3), Vincent G. Gomes(3), D. Wang(3), A. Desages(3), J. Chen(3), Parisa A. Bahri(2), Sandra J. Norquay(2), Jim Petrie(2), Ali Abbas(2), Mabel Sánchez(2), D. Leung(2), Wei Sun(2)