Algorithm design and analysis is fundamental to all areas of computer science and gives a rigorous framework for the study optimization. This course provides an introduction to algorithm design ...

This paper comprehensively surveys existing works of chip design with ML algorithms from an algorithm perspective. To accomplish this goal, the authors propose a novel and systematical taxonomy for ...

While algorithms have been shown to outperform humans in a range of settings, critics caution that automated approaches could codify existing human biases and disadvantage those from under-represented ...

Machine learning and generative design are profoundly shaping modern life. A central critique to the value and advancement of artificial intelligence, especially in the context of architecture, is the ...

The analysis of medical image data can be improved by artificial intelligence (AI) algorithms, latest research has claimed. A new study presented at the international competition AutoPET revealed that ...

Sungrow, the global leading PV inverter and energy storage system (ESS) provider, unveiled its next-generation PV plant ...