Yuyang Wang

Earthformer: Exploring Space-Time Transformers for Earth System Forecasting

2022 · arXiv (Cornell University)

Conventionally, Earth system (e.g., weather and climate) forecasting relies on numerical simulation with complex physical models and are hence both expensive in computation and demanding on domain expertise. With the explosive growth of the spatiotemporal …

Uncovering the Intricacies and Synergies of Processor Microarchitecture Mechanisms Using Explainable AI

2024 · IEEE Transactions on Computers

This paper defines a data-driven methodology seamlessly combining machine learning (ML) and eXplainable Artificial Intelligence (XAI) techniques to address the challenge of understanding the intricate relationships between microarchitecture mechanisms with respect to system performance. By …