Data, measurement and empirical methods in the science of science

L Liu, BF Jones, B Uzzi, D Wang - Nature human behaviour, 2023 - nature.com
The advent of large-scale datasets that trace the workings of science has encouraged
researchers from many different disciplinary backgrounds to turn scientific methods into …

Modern computational studies of the glass transition

L Berthier, DR Reichman - Nature Reviews Physics, 2023 - nature.com
The physics of the glass transition and amorphous materials continues to attract the attention
of a wide research community after decades of effort. Supercooled liquids and glasses have …

[图书][B] The science of science

D Wang, AL Barabási - 2021 - books.google.com
This is the first comprehensive overview of the'science of science,'an emerging
interdisciplinary field that relies on big data to unveil the reproducible patterns that govern …

Thirty milliseconds in the life of a supercooled liquid

C Scalliet, B Guiselin, L Berthier - Physical Review X, 2022 - APS
We combine the swap Monte Carlo algorithm to long multi-CPU molecular dynamics
simulations to analyze the equilibrium relaxation dynamics of model supercooled liquids …

SciSciNet: A large-scale open data lake for the science of science research

Z Lin, Y Yin, L Liu, D Wang - Scientific Data, 2023 - nature.com
The science of science has attracted growing research interests, partly due to the increasing
availability of large-scale datasets capturing the innerworkings of science. These datasets …

Public use and public funding of science

Y Yin, Y Dong, K Wang, D Wang, BF Jones - Nature human behaviour, 2022 - nature.com
Abstract Knowledge of how science is consumed in public domains is essential for
understanding the role of science in human society. Here we examine public use and public …

Mentorship and protégé success in STEM fields

Y Ma, S Mukherjee, B Uzzi - Proceedings of the National …, 2020 - National Acad Sciences
Einstein believed that mentors are especially influential in a protégé's intellectual
development, yet the link between mentorship and protégé success remains a mystery. We …

Chasing collective variables using autoencoders and biased trajectories

Z Belkacemi, P Gkeka, T Lelièvre… - Journal of chemical …, 2021 - ACS Publications
Free energy biasing methods have proven to be powerful tools to accelerate the simulation
of important conformational changes of molecules by modifying the sampling measure …

A new approach to diagnosing and researching developmental prosopagnosia: Excluded cases are impaired too

EJ Burns, E Gaunt, B Kidane, L Hunter… - Behavior research …, 2023 - Springer
Developmental prosopagnosia is characterized by severe, lifelong difficulties when
recognizing facial identity. Unfortunately, the most common diagnostic assessment …

Breaking out of the ivory tower: A large-scale analysis of patent citations to HCI research

H Cao, Y Lu, Y Deng, D Mcfarland… - Proceedings of the 2023 …, 2023 - dl.acm.org
What is the impact of human-computer interaction research on industry? While it is
impossible to track all research impact pathways, the growing literature on translational …