Results 241 to 250 of about 6,790,612 (291)

Interpretable Machine Learning for Bandgap Prediction and Descriptor‐Guided Design Rules of Phosphates

Advanced Intelligent Discovery, EarlyView.
An explainable CatBoost model was trained to predict the bandgaps of 474 phosphate crystals based on composition and density descriptors. SHAP analysis identified two key variables—d‐electron‐count dispersion and atomic‐density dispersion—as the primary drivers of the model's predictions.
Wenhu Wang, Abudukadi Tudi, Ran An, Zhihua Yang   +3 more
wiley   +1 more source

Meta-analysis models relaxing the random-effects normality assumption: methodological systematic review and simulation study. [PDF]

BMC Med Res Methodol
Panagiotopoulou K, Evrenoglou T, Schmid CH, Metelli S, Chaimani A.   +4 more
europepmc   +1 more source

A Critical Assessment of Bonding Descriptors for Predicting Materials Properties

Advanced Intelligent Discovery, EarlyView.
The impact of new bonding descriptors in machine learning models for predicting material properties is assessed. Improvements are validated using significance tests, and new, intuitive descriptors for screening lattice thermal conductivity and projected force constants are introduced.
Aakash Ashok Naik, Nidal Dhamrait, Katharina Ueltzen, Christina Ertural, Philipp Benner, Gian‐Marco Rignanese, Janine George   +6 more
wiley   +1 more source

Fully synthetic replication of complex real biological cell clusters using a novel cluster-based 'Rosetta-Routine' computational modelling process. [PDF]

PLoS Comput Biol
Mason B, Justham L, Whitby L, Whitby A, Scott S, Nti S, Petzing J.   +6 more
europepmc   +1 more source

Insights Into the Structural Features, Codon Usage Patterns, and Phylogenetic Analysis in <i>Neoniphon argenteus</i> (Teleostei: Holocentriformes) Based on Complete Mitochondrial Genome. [PDF]

Ecol Evol
Xie L, Chen N, Qiao Q, Xie X, Huang B, Lu S, Dong Y, Cui L.   +7 more
europepmc   +1 more source

Complete mitochondrial genome of <i>Pseudophlugiolopsis bitubera</i> (Orthoptera:Tettigoniidae:Meconematinae). [PDF]

Microbiol Resour Announc
Zhang Z, Yu T, Bian X, Zhang B.
europepmc   +1 more source

A stratified survey dataset on internship experience, competencies, psychological capital, and employability of vocational students in Aceh, Indonesia. [PDF]

Data Brief
Pianda D, Hilmiana H, Widianto S, Sartika D.   +3 more
europepmc   +1 more source

Finite Mixture Modelling of Random-effects Distributions in Meta-analysis: A Simulation Study with an Application

Babalola I, Manda S, Maharela I.
europepmc   +1 more source

De Novo Assembly and Comparative Analysis of the Complete Mitochondrial Genome of <i>Mesenchytraeus</i> (Annelida, Enchytraeidae). [PDF]

Ecol Evol
Chen J, Naveira H, Zhang J, Wu N, Xie Z.
europepmc   +1 more source