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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
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Updated: 3/10/2026
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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
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Machine Learning for Individual Moral Decision Making
RPI ID: 2020-045-401
Innovation Summary:
A machine learning framework is developed to model and predict individual moral decision-making behavior. The system uses behavioral data and contextual inputs to train personalized models that reflect ethical preferences. It supports applications in autonomous systems, education, and behavioral research. The...
Published: 3/10/2026
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Updated: 3/10/2026
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Inventor(s): Christopher Wiedeman, Uwe Kruger, Ge Wang
Keywords(s): AI, Artificial Intelligence, deep learning, ethics, Moral Machine experiment
Category(s): Biotechnology and the Life Sciences
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AI guided discovery of nonlinear optical materials with applications in quantum computing and quantum communication
RPI ID:
2024-032-301
Innovation Summary:
This technology enables the identification and characterization of two-dimensional (2D) materials that exhibit second harmonic generation (SHG), a nonlinear optical property useful in photonics and quantum applications. The system uses computational and experimental methods to screen candidate materials for...
Published: 3/10/2026
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Updated: 3/10/2026
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Inventor(s): Trevor David Rhone
Keywords(s): AI, materials discovery, nonlinear optical materials, quantum communication, quantum computing
Category(s): Nanotechnology and Advanced Materials
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