Burcu Beykal

Assistant Professor

Chemical and Biomolecular Engineering

Current Research Interests:
Process Systems Engineering
Machine Learning
Mathematical Modeling
Optimization
Data-Driven Optimization
Surrogate Modeling
Process Design and Synthesis

Current Research Projects:
-Surrogate Modeling with Optimal Neural Network Structures
– Process Design and Optimization of Desalination Plants
– Applied Machine Learning for Biological Activity Prediction
– Learning Feasible Regions of Optimization Problems using Surrogate Models
– Mixed-integer Surrogate Modeling