Description
This course provides a comprehensive introduction to machine learning (ML) and data-driven methods, with an introduction to neural networks and artificial intelligence (AI), in the context of chemical and petroleum engineering. Students learn how these computational tools support process modeling, optimization, control, safety, materials discovery, and sustainability. The course develops problem-solving skills, programming proficiency, and data analysis capabilities, enabling students to apply ML-driven solutions to real-world challenges in chemical and petroleum engineering. Pre-requisite: CHE212 Programming for Chemical Engineering, GNE 331 Probability and Statistics, and Fourth year standing in Chemical Engineering, Co-requisite: CHE406 AI in Chemical Engineering – Lab
Common questions about CHE 405
What is CHE 405 at LAU?
CHE 405 AI in Chemical Engineering is a 2-credit course at Lebanese American University (LAU), in the Chemical Engineering department. This course provides a comprehensive introduction to machine learning (ML) and data-driven methods, with an introduction to neural networks and artificial intelligence (AI), in the context of chemical and petroleum engineering.
How many credits is CHE 405?
CHE 405 AI in Chemical Engineering is worth 2 credits at LAU.