Applications of AI Chemical Engineering

Introduction to AI in Chemical Engineering

• Definition and overview of artificial intelligence
• Relevance of AI in Chemical Engineering
• Historical context and development
• Ethical considerations in AI applications

Machine Learning Fundamentals for Chemical Engineering 

• Introduction to machine learning
• Supervised, unsupervised, and reinforcement learning
• Data preprocessing and feature engineering
• Model selection and evaluation
• Case studies in Chemical Engineering applications 

Use-cases

• AI-Enhanced Process Control and Optimization
• AI in Chemical Reaction Design and Catalysis
• Safety and Risk Management with AI
• Sustainable Manufacturing and Green Chemistry

Use-cases in Pharmaceuticals

Capstone project proposal