G
Gabriel D. Patrón
Assistant Professor
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Research Interests
Algorithms for Autonomous Process Operation
Interpretable Machine Learning
Mathematically Model Novel Process Systems
Process Systems Engineering
Bayesian and Classical Optimization
Decision Trees
Electrification
Energy Systems
Learnable and Interpretable Decision-Making for Chemical Plant Planning
Nanomedicine Applications
Neural Network Surrogates for Stochastic Optimization of Electrified Processes
Neural Networks (quantile and Physics-Informed)
Physics-Informed Neural Network-Based Control of Semi-Batch Processes
Process Control
Sustainability
Symbolic Regression for Real-Time Optimization of Continuous Processes
Academic Metrics
Links
Grants
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