Zinan Lin

Jan 13, 2025 | nature.com | Zinan Lin |Zhe Wang |Ce Wang

AbstractThis paper presents an open-source dataset intended to enhance the analysis and optimization of photovoltaic (PV) power generation in urban environments, serving as a valuable resource for various applications in solar energy research and development. The dataset comprises measured PV power generation data and corresponding on-site weather data gathered from 60 grid-connected rooftop PV stations in Hong Kong over a three-year period (2021-2023).

Nov 1, 2024 | agupubs.onlinelibrary.wiley.com | Yuhan Gao |Dan Zhu |Zhen Wang |Zinan Lin

1 Introduction The intensification of global warming in recent decades has manifested in an increase in recorded climate extremes. For instance, regions worldwide have experienced extreme heat events, posing potential threats to ecosystems (Christidis et al., 2015; Oliver et al., 2017; Seneviratne et al., 2014) and increasing the risk of fires (Brando et al., 2014; Witte et al., 2011).

Nov 17, 2023 | microsoft.com | Xuefei Ning |Zinan Lin |Brenda Potts

Large language models (LLMs) such as LLaMA and OpenAI’s GPT-4 are revolutionizing technology. However, one of the common complaints about LLMs is their speed, or lack thereof. In many cases, it takes a long time to get an answer from them. This limits LLMs’ applications and their usefulness in latency-critical functions, such as chatbots, copilots, and industrial controllers.

Oct 16, 2023 | microsoft.com | Boxin Wang |Zinan Lin |Alyssa Hughes

How trustworthy are generative pre-trained transformer (GPT) models?