The Power of Neural Networks in Computational Fluid Dynamics
Introduction
Understanding the Fluid Dynamics Challenge
Introducing Neural Networks: A New Paradigm
Neural Networks: Revolutionizing CFD Simulations
How Neural Networks Enhance CFD
Specific Applications of Neural Networks in CFD
Turbulence Modeling with Neural Networks
Reduced-Order Modeling and Surrogate Functions
Flow Control and Optimization
Challenges and Future Directions
Conclusion
Call to Action