1. Machine Learning in Paints and Coatings 2. Machine Learning in Lithium-ion Batteries 3. Machine Learning for Emerging Two-phase Cooling Technologies 4. Algorithm-driven Design of Composite Materials Realized through Additive Manufacturing 5. Machine-learning-based Monitoring of Laser Powder Bed Fusion 6. Data Analytics and Cyber-physical Systems for Maintenance and Service Innovation 7. Machine Learning in Catalysis 8. Artificial Intelligence in Petrochemical Industry 9. Machine Learning-assisted Plasma Medicine 10. Dynamic Data Feature Engineering for Process Operation Troubleshooting 11. Geometric Structure-Property Relationships Captured by Theory-Guided, Interpretable Machine Learning 12. Molecular Design Blueprints from Machine Learning for Catalysts and Materials 13. Physics-driven Machine Learning for Characterizing Surface Microstructure of Complex Materials 14. Process Performance Assessment Using Machine Learning 15. Artificial Intelligence in Chemical Engineering 16. Production of Polymer Films with Optimal Properties Using Machine Learning