Power Dissipation

Power dissipation, the unwanted release of energy as heat, is a critical concern across diverse technological domains, driving research into minimizing energy consumption and improving efficiency. Current efforts focus on developing novel architectures and algorithms, such as sparse periodic systolic dataflows for neural network accelerators and machine learning models for predicting energy behavior in structures like shear walls, to optimize energy use. These advancements are significant for improving the performance and longevity of devices ranging from satellites and AI hardware to structural engineering designs, ultimately contributing to more sustainable and efficient technologies.