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Table of Contents Biography List of figures List of tables Part I Introduction Chapter 1Overview of Machine Learning Chapter 2 Challenges, Limitations, and Recommendations Part II ML for Turbulent Flows Chapter 3 PIV, CFD and ML for Turbulent Jet Chapter 4 Turbulent Jets Using Time Series Chapter 5 Machine Learning for Permeability Chapter 6 Hybrid Forecasting for Petroleum Reservoir Chapter 7 PINN for Second-Order Porous Medium Part IV ML for Hydrogen Energy Chapter 8 Hydrogen Migration in Porous Media Chapter 9 Hydrogen Leakage Part V ML for Wind Energy Chapter 10 Wind Farm Optimization and ML |