Academic early warning model based on machine learning and model application

Q Qiang Li Y Yihan Liu (Department of Biostatistics, Yale School of Public Health) R Rui Ma (College of Materials, State Key Laboratory of Physical Chemistry of Solid Surfaces, iChEM, College of Chemistry and Chemical Engineering, College of Energy, School of Life Sciences, College of Physical Science and Technology, and Discipline of Intelligent Instrument and Equipment) Q Qike Wu

Article Details

Volume / Issue Vol. 1, Issue 1
Published June 04, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (4)

Q

Qiang Li

Y

Yihan Liu

Department of Biostatistics, Yale School of Public Health

R

Rui Ma

College of Materials, State Key Laboratory of Physical Chemistry of Solid Surfaces, iChEM, College of Chemistry and Chemical Engineering, College of Energy, School of Life Sciences, College of Physical Science and Technology, and Discipline of Intelligent Instrument and Equipment

Q

Qike Wu