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Exploration on Physics-Informed Neural Networks on Partial Differential Equations (Student Abstract)

Data-driven related solutions are dominating various scientific fields with the assistance of machine learning and data analytics. Finding effective solutions has long been discussed in the area of machine learning. The recent decade has witnessed the promising performance of the Physics-Informed Ne…