Bhuvanagiri, R. 2026. Advancements in Physics-Informed Neural Networks (PINNs) for Real-Time Prediction of Complex Fluid Dynamics. International Journal of Global Innovations and Solutions. 3, 5 (May 2026). DOI:https://doi.org/10.63412/5beg8z46.