Introduction Aircraft noise pollution has long been a concern for both the aviation industry and the communities surrounding airports. With the increasing demand for air travel, reducing noise emissions has become a priority. Artificial Intelligence (AI) is playing a crucial role in designing quieter aircraft engines by optimizing aerodynamics, predicting noise levels, and improving materials used in engine manufacturing. This image showcases a cutting-edge aircraft engine developed using artificial intelligence. The engine features advanced aerodynamic fan blades, innovative noise reduction technology, and an AI-powered control system. Engineers in a high-tech lab analyze real-time data on digital screens, emphasizing the role of AI in modern aerospace engineering. AI in Aerodynamic Optimization AI-driven algorithms, particularly machine learning (ML) and deep learning (DL), analyze vast datasets to optimize engine components for reduced noise emissions. Computational Fluid Dynamics (...