4 papers
Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery
Yifang Wang, Rui Sheng, Erzhuo Shao +4
Large language models (LLMs) are transforming scientific workflows, not only through their generative capabilities but also through their emerging ability to use tools, reason abou…
Funding the Frontier: Visualizing the Broad Impact of Science and Science Funding
Yifang Wang, Yifan Qian, Xiaoyu Qi +6
Understanding the broad impact of science and science funding is critical to ensuring that science investments and policies align with societal needs. Existing research links scien…
SciSciGPT: Advancing Human-AI Collaboration in the Science of Science
Erzhuo Shao, Yifang Wang, Yifan Qian +3
The increasing availability of large-scale datasets has fueled rapid progress across many scientific fields, creating unprecedented opportunities for research and discovery while p…
Tenure and Research Trajectories
Giorgio Tripodi, Xiang Zheng, Yifan Qian +4
Tenure is a cornerstone of the US academic system, yet its relationship to faculty research trajectories remains poorly understood. Conceptually, tenure systems may act as a select…