AI in Chemical Engineering : Unlocking the Power Within Data (Hardcover)

1. Smart Manufacturing & Machine Learning.? 2. Data and Data Pretreatment.? 3. Dimensionality Reduction (DR).? 4. Clustering.? 5. Unsupervised Learning Case Study.? 6. Concepts and Definitions.? 7. Predictive Models.? 8. Supervised Learning Case Studies.? 9. Deep Learning.? 10. Deep Learning Case Studies.? 11. Reinforcement Learning.? 12. Reinforcement Learning Case Studies.? 13. Generative AI.? Appendix A. FASTMAN-JMP Tool Architecture.? Appendix B. Tennessee Eastman Process (TEP).? Appendix C. High Temperature PEM Fuel Cell Modelling.? Appendix D. Distance Metrics for Clustering.??