Creativity in Learning Analytics: A Systematic Literature Review. [PDF]
Mirzaei S +3 more
europepmc +1 more source
Frameworks for Integrating Learning Analytics With the Electronic Health Record. [PDF]
Pusic MV +7 more
europepmc +1 more source
Predicting extreme defects in additive manufacturing remains a key challenge limiting its structural reliability. This study proposes a statistical framework that integrates Extreme Value Theory with advanced process indicators to explore defect–process relationships and improve the estimation of critical defect sizes. The approach provides a basis for
Muhammad Muteeb Butt +8 more
wiley +1 more source
Machine learning-assisted abstract screening on learning analytics: a step-by-step tutorial. [PDF]
Xu Z +4 more
europepmc +1 more source
Retracted: Big Data and Learning Analytics Model for Promoting Physical Literacy in College Students in China. [PDF]
Healthcare Engineering JO.
europepmc +1 more source
What Do Large Language Models Know About Materials?
If large language models (LLMs) are to be used inside the material discovery and engineering process, they must be benchmarked for the accurateness of intrinsic material knowledge. The current work introduces 1) a reasoning process through the processing–structure–property–performance chain and 2) a tool for benchmarking knowledge of LLMs concerning ...
Adrian Ehrenhofer +2 more
wiley +1 more source
Open data, private learners: a de-identified student activity and performance dataset for learning analytics. [PDF]
Tiukhova E +3 more
europepmc +1 more source
Generalising uncertainty improves accuracy and safety of deep learning analytics applied to oncology. [PDF]
MacDonald S +13 more
europepmc +1 more source
A Workflow to Accelerate Microstructure‐Sensitive Fatigue Life Predictions
This study introduces a workflow to accelerate predictions of microstructure‐sensitive fatigue life. Results from frameworks with varying levels of simplification are benchmarked against published reference results. The analysis reveals a trade‐off between accuracy and model complexity, offering researchers a practical guide for selecting the optimal ...
Luca Loiodice +2 more
wiley +1 more source
Students' Perceptions of Learning Analytics for Mental Health Support: Qualitative Study. [PDF]
Freccero A +5 more
europepmc +1 more source

