ABSTRACT This paper examines racial differences in farm succession planning using survey data from Tennessee farmers. While observed differences between White and Black farmers are small, decomposition and counterfactual analyses show that structural characteristics, particularly farm size, would predict higher succession planning among White farmers ...
Abdelaziz Lawani +2 more
wiley +1 more source
fastkqr: A Fast Algorithm for Kernel Quantile Regression. [PDF]
Tang Q, Gu Y, Wang B.
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
Scaling Gaussian Processes for Deterministic Model Predictive Control with Online Updates: A Framework for Model Selection and Re-identification in Process Control. [PDF]
Fouts MW, Mebane DS, Lima FV.
europepmc +1 more source
A low‐cost, self‐driving laboratory is developed to democratize autonomous materials discovery. Using this "frugal twin" hardware architecture with Bayesian optimization, the platform rapidly converges to target lower critical solution temperature (LCST) values while self‐correcting from off‐target experiments, demonstrating an accessible route to data‐
Guoyue Xu, Renzheng Zhang, Tengfei Luo
wiley +1 more source
From Global to Local: Semantic-Aware Instance-Wise Feature Selection. [PDF]
Wang Z, Zhang Y, Xu H, Yang Z, Wang J.
europepmc +1 more source
AutoKFL: Linux Kernel Fault Localization via ReAct-Based Multi-Agent Framework with Dynamic Crash Reproduction. [PDF]
Park J, Kang M, Jeon S, Hwang SO.
europepmc +1 more source
ReaGP: integrating residual units and attention mechanisms in convolution neural network for genomic prediction. [PDF]
Li J +13 more
europepmc +1 more source
Category-Native Solomonoff Approximation: From Algorithmic Geometry to Kernels, Operators, and Induction. [PDF]
Hamzi B, Hutter M.
europepmc +1 more source
Scalable Bayesian Image-on-Scalar Regression for Population-Scale Neuroimaging Data Analysis. [PDF]
Xu Y, Johnson TD, Nichols TE, Kang J.
europepmc +1 more source

