Power Module
Power modules are crucial components in various applications, particularly those demanding high efficiency and low energy consumption. Current research focuses on optimizing power module design through techniques like surrogate modeling and graph neural networks (GNNs) to improve inductance and thermal performance, and on developing more energy-efficient artificial neural networks (ANNs) for AI applications by incorporating power consumption into the training process. These advancements aim to reduce energy waste and improve the performance of power-intensive systems, impacting fields ranging from electronics manufacturing to artificial intelligence.
Papers
January 31, 2024
December 13, 2023