Burcu Beykal
Sessions chaired or co-chaired:
Data-Driven and Hybrid Modeling for Decision Making I
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
Authored:
(613h) Global Optimization of Constrained Grey-Box Models for Well Injection and Production
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(266d) Novel Optimization-Based Adaptive Sparse-Grid Methods for Integration and Approximation
2016 AIChE Annual Meeting (ISBN: 978-0-8169-1097-7)
(23a) Constrained Grey-Box Multi-Objective Optimization Framework for Optimal Design of Energy Systems
2017 Spring Meeting and 13th Global Congress on Process Safety (ISBN: 978-0-8169-1098-4)
(188w) Data-Driven Modeling and Optimization of an Ethane Steam Cracker
2017 Annual Meeting (ISBN: 978-0-8169-1102-8)
(183b) Development of the Texas a&M Superfund Research Program Computational Platform for Data Integration, Visualization, and Analysis
2018 AIChE Annual Meeting (ISBN: 978-0-8169-1108-0)
(126d) Data-Driven Optimization with Implicit Constraints: Application to an Ethane Steam Cracking Process
2018 AIChE Annual Meeting (ISBN: 978-0-8169-1108-0)
(370f) Quantitative Evaluation of Grouping Complex Substances and Sorbent Material Design: Delivering Data-Informed Insights
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(371m) The Development of Multiparametric Model Predictive Controllers Via the Argonaut Framework
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(752d) Modeling of Thermal Cracking of Natural Gas Liquids: Optimization with Support Vector Machine-Based Constraint Handling Scheme for Stiff ODEs
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(575c) Bi-Level Mixed-Integer Optimization for Planning and Scheduling Integration Using the Domino Framework
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(621b) Mixed-Integer Multi-Objective Optimization through Multiparametric Programming
2019 AIChE Annual Meeting (ISBN: 978-0-8169-1112-7)
(339m) Modeling the Impact of Environmental Toxicants on the Estrogen Receptor Using Combined Image-Analysis, Big-Data Analytics, and Machine-Learning
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(339f) Data-Driven Optimization of Integrated Planning and Scheduling Problems Under Demand Uncertainty
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(3cn) At the Interface of Ab-Initio Modeling and Data Analytics: A Hybrid Approach to Process Design, Control, and Optimization
2020 Virtual AIChE Annual Meeting (ISBN: 978-0-8169-1114-1)
(287h) Simultaneous Planning and Scheduling Under Demand Uncertainty for Multi-Product Systems Using Data-Driven Bi-Level Optimization
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(345c) Data-Driven Dynamic Optimization Using Continuous-Time Surrogate Models
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(434c) Smart Manufacturing and Optimal Operation of an Industrial Air Separation Unit Via Surrogate Modeling and Multiparametric Programming
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
(364h) Predicting Chemical Adsorption Onto Montmorillonite Clays through a Combination of Experimental Isotherms, Minimalistic Simulations and Data-Driven Models
2021 Annual Meeting (ISBN: 978-0-8169-1116-5)
Associated proceedings:
2016 AIChE Annual Meeting
2017 Spring Meeting and 13th Global Congress on Process Safety
2017 Annual Meeting
2018 AIChE Annual Meeting
2019 AIChE Annual Meeting
2020 Virtual AIChE Annual Meeting
2021 Annual Meeting