Shrinkage regression-based methods for microarray missing value imputation. [PDF]
Wang H, Chiu CC, Wu YC, Wu WS.
europepmc +1 more source
Artificial Intelligence for Fluorite Ferroelectric Materials: From Discovery to Optimization
Artificial intelligence accelerates the discovery and optimization of HfO2‐based fluorite ferroelectrics by linking synthesis, structure, properties, and device performance. Machine learning, deep‐learning analysis, and AI‐driven atomistic modeling enable predictive design, dopant screening, and closed‐loop optimization toward next‐generation ...
Faizan Ali +3 more
wiley +1 more source
Review, evaluation, and discussion of the challenges of missing value imputation for mass spectrometry-based label-free global proteomics. [PDF]
Webb-Robertson BJ +10 more
europepmc +1 more source
A closed‐loop, data‐driven approach facilitates the exploration of high‐performance Si─Ge─Sn alloys as promising fast‐charging battery anodes. Autonomous electrochemical experimentation using a scanning droplet cell is combined with real‐time optimization to efficiently navigate composition space.
Alexey Sanin +7 more
wiley +1 more source
A Large Scale Multi‐Modal Workflow for Battery Characterization: From Concept to Implementation
Isolated characterization techniques produce independent datasets and single‐property insights. However, progressively more holistic interpretations of battery‐material behavior is needed in the future. Here we demonstrate a coordinated multimodal workflow enabling the correlation of heterogeneous datasets and the construction of multidimensional ...
François Cadiou +34 more
wiley +1 more source
Do Universal Free School Meals Improve the Dietary Quality of Food‐At‐Home Purchases?
ABSTRACT Since 2014, the number of schools offering universal free meals to all enrolled children without requiring annual meal applications has increased meaningfully. Using USDA's Purchase to Plate Crosswalk, a difference‐in‐differences framework, and a nationwide consumer panel, the effect of universal‐free‐meal exposure on the diet quality of food ...
Xueying Ma +2 more
wiley +1 more source
Incorporating Nonlinear Relationships in Microarray Missing Value Imputation. [PDF]
Yu T, Peng H, Sun W.
europepmc +1 more source
ABSTRACT We conducted two framed field economic experiments with citrus farmers in Florida, United States and soybean farmers in Argentina to investigate their willingness to coordinate pest and weed management efforts. Despite the contrast between these two agricultural contexts, we find striking behavioral commonalities.
Ariel Singerman, Sergio H. Lence
wiley +1 more source
Non-targeted UHPLC-MS metabolomic data processing methods: a comparative investigation of normalisation, missing value imputation, transformation and scaling. [PDF]
Di Guida R +7 more
europepmc +1 more source
Beneficial Body Mass Index for Age‐Related Kidney Function in Males and Females
The impact of BMI on age‐related kidney function decline is highly sex‐ and age‐dependent. Normal BMI (18.5–25 kg/m2) is associated with better age‐related kidney function in all‐aged males and females older than 45 years. ABSTRACT Objectives Kidney function declines with aging, leading to a high prevalence of age‐related disease.
Lu Wei +7 more
wiley +1 more source

