Diversity and community assembly mechanisms of soil methanotrophs in typical ecotypes of the Mitika alpine wetland in northern Xizang. [PDF]
Cao P +6 more
europepmc +1 more source
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
The Impact of <i>Phyllostachys heterocyclas</i> Expansion on the Phylogenetic Diversity and Community Assembly of Subtropical Forest. [PDF]
Wang J +6 more
europepmc +1 more source
Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia +1 more
wiley +1 more source
Community Assembly Mechanisms Underlying Divergent Responses of Indica and Japonica Rice Rhizosphere Microbiota to Drought Stress. [PDF]
Zhou S +12 more
europepmc +1 more source
Homogeneous Selection and Dispersal Limitation Drive Phyllosphere Fungal Community Assembly in Constructed Wetland Ecosystems. [PDF]
Deng N, Tian Y, Song Q, Niu Y, Ma F.
europepmc +1 more source
Effects of <i>Tetranychus urticae</i> infection on phyllosphere microbial community assembly of <i>Vigna unguiculata</i>. [PDF]
Chen D +6 more
europepmc +1 more source
Trophic levels of decomposers in the treatment of herbicide wastewater: a mediator of positive interactions among microbial community assembly, function and stability. [PDF]
Xu F +8 more
europepmc +1 more source
Changes in species composition and community structure during plant-pollinator community assembly. [PDF]
Palumbo Gaiarsa M +3 more
europepmc +1 more source

