Multimodal Data‐Driven Microstructure Characterization
A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang +4 more
wiley +1 more source
Assessment as Learning: A Mixed-Methods Study on Pre-Clinical Medical Student-Led Generation of Scenario-Based Multiple Choice Questions. [PDF]
Sharif AF, Kasemy ZA, Aloshari SHA.
europepmc +1 more source
Effect of Workplace-Based Assessment Utilization as a Formative Assessment for Learning Among Family Medicine Postgraduates at the Faculty of Medicine, Menoufia University: A Prospective Study. [PDF]
Alkalash SH, Farag NA.
europepmc +1 more source
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
Assessment IS learning: developing a student-centred approach for assessment in Higher Education. [PDF]
Rutherford S, Pritchard C, Francis N.
europepmc +1 more source
A Class Practice Study of Intervention Effect of Interactive Assessment on Learning Goal Orientation. [PDF]
Yokoyama M, Miwa K.
europepmc +1 more source
An Experimental High‐Throughput Approach for the Screening of Hard Magnet Materials
An entire workflow for the high‐throughput characterization and analysis of compositionally graded magnetic films is presented. Characterization protocols, data management tools and data analysis approaches are illustrated with test case Sm(Fe, V)12 based films.
William Rigaut +16 more
wiley +1 more source
Continuity of supervision: Balancing continuous and episodic relationships for assessment and learning. [PDF]
Lee A +5 more
europepmc +1 more source
Photoswitchable Conductive Metal–Organic Frameworks
A conductive material where the conductivity can be modulated remotely by irradiation with light is presented. It is based on films of conductive metal–organic framework type Cu3(HHTP)2 with embedded photochromic molecules such as azobenzene, diarylethene, spiropyran, and hexaarylbiimidazole in the pores.
Yidong Liu +5 more
wiley +1 more source
Assessment of Learning, for Learning: Operationalizing Milestones Data for Program-Level Improvement. [PDF]
Heath JK, Edgar L, Guralnick S.
europepmc +1 more source

