Research Publications and Outputs: Recent submissions
-
ATOM: A Pretrained Neural Operator for Multitask Molecular Dynamics
Published 2026Molecular dynamics (MD) simulations underpin modern computational drug discovery, materials science, and biochemistry. Recent machine learning models provide high-fidelity MD predictions without the need to repeatedly solve ...Open AccessDataset -
Assessment design through co-design: reimagining assessment design practices in higher education
Published 2026Assessment design in higher education is often approached with a focus on assessment tasks and the processes of designing them, with instructors making decisions in isolation. Drawing on assessment design, co-design and ...Open AccessArticle -
Active Learning in Higher Education: Inheriting Pasts and Emerging Futures
Published 2026This paper examines active learning from a temporal perspective, reflecting on its historical influences, trajectories and future directions emerging in research. Rather than treating active learning as a fixed pedagogical ...Open AccessArticle -
Undergraduate 2030 Reimagining our higher education landscape for the epistemological and technological youthquakes of Generation Alpha
Published 2025Generation Alpha, born entirely in the 21st century, is set to transform higher education through their distinct behavioural, epistemological, and technological traits. This paper critically examines how their expectation ...Open AccessConference paper -
Designing meaningful student engagement with course readings
Published 2026Course readings are central to student learning, yet they’re often treated as a routine, grudging task rather than a designed learning experience. On average, only 20-30% of students engage with assigned readings, which ...Open AccessArticle