Teaching
CBE:3105 Chemical Engineering Thermodynamics
Applications of thermodynamic principles to chemical and physical processes; prediction of material properties; phase and chemical equilibria applied to mixtures and reacting systems.
CBE:5120 Data Science in Chemical and Engineering Systems
Theory and application of numerical methods and data-driven algorithms towards understanding chemical processes; Scientific computing in the Python programming language; Numerical solutions to differential equations; Nonlinear and constrained optimization; data preprocessing and visualization; dimensionality reduction and clustering; supervised machine learning.