IEEE

Graph Distance and Adaptive K-Nearest Neighbors Selection-Based Density Peak Clustering

Abstract: Density Peak Clustering (DPC) is known for its rapid identification of cluster centers and successful clustering tasks. However, traditional DPC encounters several issues, which include ...
IEEE

GPINN: Physics-Informed Neural Network with Graph Embedding

Abstract: Solving partial differential equations (PDEs) is of great importance in numerous fields including physics, engineering, finance, and scientific computing. Physics-Informed Neural Networks ...