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Publications
Proceedings
Authors
Al-Salik, Y.
2021 Annual Meeting
Session: Data-Driven and Hybrid Modeling for Decision Making II
Chair
Zhang, Q.
, University of Minnesota
Co-Chair
Yuan, Z.
, Tsinghua University
Presentations
12:30 PM
(475a) Multi-Objective Optimization Experimental Design Using a Exploration-Exploitation Trade-Off
12:45 PM
(475b) Multi-Objective Bayesian Optimization of Process Flowsheets Using Trust Regions and Quality Set Metrics.
01:00 PM
(475c) Formulation of Closed-Form Mathematical Expressions Applied to Chemical Engineering Processes Using the Bayesian Machine Scientist
01:15 PM
(475d) Data Clustering-Based Hybrid-Kinetic Model of an Industrial-Scale Biochemical Fermenter
01:45 PM
(475f) A Hybrid Mechanistic-Machine Learning Approach for Identifying Governing Dynamical Equations of Algal Biodiesel Production Networks
02:00 PM
(475g) Discovering Interpretable Models from Data Using Machine Learning: Application to Nonlinear Parametric Models