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
Genome-guided discovery and computational prioritization of next generation drug development from <i>Streptomyces</i> sp. VITGV156 (MCC 4965). [PDF]
Pattapulavar V +7 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
Assessment of radiological hazards arising from natural radioactivity in Bayburt stones used in buildings and possible effects on public health. [PDF]
Dizman S, Umar M, Hatipoglu YS.
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
Investigating the versatility of cytochalasan cytochrome P450 monooxygenases using combinatorial biosynthesis reveals stereochemical restrictions. [PDF]
Li L +7 more
europepmc +1 more source
Evaluation of the correlation between passive velocity tomography and mining seismic activity. [PDF]
Zhang Z, Cao W, Wang S, Hu Y, Dou L.
europepmc +1 more source
Brazilian Mining Dam Collapse: Molecular Networking-Guided Metabolomics Reveals Species-Specific Plant Detox. [PDF]
Gallon ME +7 more
europepmc +1 more source
<i>Desulfosporosinus</i> and <i>Acididesulfobacillus</i> dominate an acidophilic sulfate-reducing bacteria consortium during acid mine drainage bioremediation. [PDF]
Valdez-Nuñez LF +7 more
europepmc +1 more source
Toward microbiome-assisted remediation: Vanadium-titanium magnetite mining reshapes cropland soil chemistry and rhizosphere microbiomes. [PDF]
Liu B +8 more
europepmc +1 more source

