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Student Outcomes & Predictions in Higher Education using Artificial Intelligence (SOPHEA-I )
RPI ID: 2021-021-401 Innovation Summary: A predictive analytics system uses student data to forecast retention rates across academic programs. The model incorporates behavioral, demographic, and performance metrics to identify at-risk students. Machine learning algorithms continuously refine predictions based on new inputs. The system supports institutional...
Published: 3/10/2026   |   Updated: 3/10/2026   |   Inventor(s): Jasmine Yang, Lu Enzhe, Jiarun Li, Yihui Yang, Hui Su, Yifan Liu, Keith Moo-Young
Keywords(s): AI, machine-learning, Student Persistent and success
Category(s): Media, Arts, Science and Technology
Sensory Lighting System
RPI ID: 2012-053-405Innovation Summary:This invention introduces a sensory lighting system that integrates modulated LED light sources with an array of sensors to characterize the physical space in which it operates. The system emits light encoded with specific modulation patterns, which reflect off objects and are detected by sensors to determine distances...
Published: 7/21/2025   |   Updated: 7/3/2025   |   Inventor(s): Pankil Butala, Li Jia, Robert, Jr. Karlicek, Thomas Little, Richard Radke
Keywords(s):  
Category(s): Energy, Environment and Smart Systems