A Generalized Framework for Data‐Efficient and Extrapolative Materials Discovery for Gas Separation
This study introduces an iterative supervised machine learning framework for metal‐organic framework (MOF) discovery. The approach identifies over 97% of the best performing candidates while using less than 10% of available data. It generalizes across diverse MOF databases and gas separation scenarios.
Varad Daoo, Jayant K. Singh
wiley +1 more source
gcMeta 2025: a global repository of metagenome-assembled genomes enabling cross-ecosystem microbial discovery and function research. [PDF]
Sun Y +8 more
europepmc +1 more source
Flexible tactile sensors have considerable potential for broad application in healthcare monitoring, human–machine interfaces, and bioinspired robotics. This review explores recent progress in device design, performance optimization, and intelligent applications. It highlights how AI algorithms enhance environmental adaptability and perception accuracy
Siyuan Wang +3 more
wiley +1 more source
A predicted structural interactome reveals binding interference from intrinsically disordered regions. [PDF]
Peng J, Zhao L.
europepmc +1 more source
This paper presents a computer vision (deep learning) pipeline integrating YOLOv8 and YOLOv9 for automated detection, segmentation, and analysis of rosette cellulose synthase complexes in freeze‐fracture electron microscopy images. The study explores curated dataset expansion for model improvement and highlights pipeline accuracy, speed ...
Siri Mudunuri +6 more
wiley +1 more source
PMADS: an integrated database of curated and proteomics-inferred associations between protein post-translational modifications and drug sensitivity. [PDF]
Zheng J +10 more
europepmc +1 more source
Interpretable clinical decision support systems in high-risk pregnancy: a scoping review of models, methods, and implementation. [PDF]
Badisy IE, Assarag B, Belrhiti Z.
europepmc +1 more source
Toxic Metals in a Green Transition: Global Health Risks, Sources, and Policy Responses-Insights from the Munich Toxic Metals Symposium 2025. [PDF]
Bose-O'Reilly S +16 more
europepmc +1 more source
Investigation of surface subsidence behaviour in multi-slice longwall mining using numerical simulations in Barapukuria coal mine, Bangladesh. [PDF]
Zhang C +6 more
europepmc +1 more source
An interpretable model based on concept and argumentation for tabular data. [PDF]
Chi H, Wang D, Liao B, Cui G, Mao F.
europepmc +1 more source

