Marvin van Aalst

Loading metrics Open Access Community Page The Community Page is a forum for organizations and societies to highlight their efforts to enhance the dissemination and value of scientific knowledge. See all article types » Citation: van Aalst M, Lahlou A, Hassan T, Gaultier W, Colliaux D, Matuszyńska A (2026) Web-based collaborative model development in interdisciplinary consortia: Design principles and practical guidance. PLoS Biol 24(6): e3003825.

Abstract Summary: Recent advances in artificial intelligence have accelerated the adoption of ML in biology, enabling powerful predictive models across diverse applications. However, in scientific research, the need for interpretability and mechanistic insight remains crucial. To address this, we introduce MxlPy, a Python package that combines mechanistic modelling with ML to deliver explainable, data-informed solutions.

Abstract Hackathons are collaborative, fast-paced events where participants from various fields work together to solve real-world problems. The term combines "hack" and "marathon", reflecting both the creative and intensive nature of these activities. Emerging evidence highlights the benefits of hackathons as educational tools, particularly in engineering, software development, and social sciences, where they enhance problem-solving skills, teamwork, and engagement.