66 citations · 66 across the 2 of their papers we have counts for
5 papers
Universal Dynamics of Punctuated Progress
Yian Yin, Dashun Wang
Scientific and technological frontiers advance through punctuated dynamics, yet the principles governing these dynamics remain poorly understood. Here we collect and analyze datase…
Scientific production in the era of Large Language Models
Keigo Kusumegi, Xinyu Yang, Paul Ginsparg +3
Large Language Models (LLMs) are rapidly reshaping scientific research. We analyze these changes in multiple, large-scale datasets with 2.1M preprints, 28K peer review reports, and…
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…
Synthesis of innovation and obsolescence
Edward D. Lee, Christopher P. Kempes, Manfred D. Laubichler +14
Innovation and obsolescence describe the dynamics of ever-churning social and biological systems, from the development of economic markets to scientific and technological progress…
Adaptability and the Pivot Penalty in Science and Technology
Ryan Hill, Yian Yin, Carolyn Stein +3
Scientists and inventors set the direction of their work amidst an evolving landscape of questions, opportunities, and challenges. This paper introduces a measurement framework to…