Deep Learning Project of Nurul Bin Ibrahim and Dr. Fitzgerald | Growth of Turbulent Jets | Neural Network
Developed and implemented deep-learning models utilizing Python and TensorFlow, specifically tailored to to decipher and explain complex turbulent jet behavior. This led to an uplift in prediction accuracy and also key insights regarding turbulence, rendering a better scientific understanding of physical oceanography and Earth’s climatic systems. Furthermore, the model significantly accelerated problem-solving speed in stochastic systems, enhancing computational efficiency, and paving the way for more accurate and timely analysis in ocean jet dynamics.