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Explore the intersection of artificial intelligence and partial differential equations in this comprehensive conference talk that examines how machine learning techniques can be applied to solve complex mathematical problems in PDEs. Learn about cutting-edge AI methodologies for numerical solutions, discover novel approaches to computational mathematics, and understand the potential of neural networks and deep learning in advancing PDE research. Gain insights into current challenges and future directions in this rapidly evolving field where artificial intelligence meets mathematical modeling and scientific computing.