Stagewise Boosting Distributional Regression
ABSTRACT Distributional regression extends generalized additive models by linking all distributional parameters to covariates. Gradient boosting is among the most effective estimation techniques for such models, yet it can suffer from vanishing gradients, resulting in unstable updates and weak variable selection.
Mattias Wetscher +3 more
wiley +1 more source
Spectral feature extraction and ensemble learning for multiclass aircraft damage identification. [PDF]
Zade N +5 more
europepmc +1 more source
Surface‐Driven Protocell Formation in Geologically Relevant Early Earth Environment
Illustration of a prebiotic early‐Earth environment showing cell‐like protocells (blue spheres) and other complex organic molecules (pink and green spheres) distributed across terrestrial surfaces and within subsurface niches. Volcanic landscapes and mineral‐rich substrates provide diverse geochemical settings for the assembly and evolution of ...
Pamela Knoll, Silvia Holler
wiley +1 more source
Lightning ignition efficiency in Canadian forests. [PDF]
Coogan SCP, Cannon AJ, Flannigan MD.
europepmc +1 more source
Understanding the potential uses of soil moisture information in the United States
Abstract Soil moisture (SM) is an important component of the hydrological cycle that can impact runoff generation, evapotranspiration, crop growth, and wildfire behavior. Most studies, however, focus on technical aspects in a single sector, which makes it difficult to understand all of the current and potential benefits of SM information.
Riza Radmehr +3 more
wiley +1 more source
Mapping the density of giant trees in the Amazon. [PDF]
de Lima RB +20 more
europepmc +1 more source
AI‐Driven Deep Learning Framework for Detecting Subtle Surface Defects on Wind Turbine Blades
ABSTRACT Wind turbine blade surface defect detection is of great significance in ensuring the safety and operational efficiency of wind power systems. However, accurately detecting subtle and small‐scale defects remains challenging under complex imaging conditions.
Shoutu Li +5 more
wiley +1 more source
Abstract This study investigates the characteristics of negative cloud‐to‐ground (CG) lightning flashes across varying peak current (PCs) ranges by combining 3D location data from 2,597 negative CG flashes with radar observations. The flashes were classified into five PC bins: −25 kA < PC < 0 kA, −50 kA < PC < −25 kA, −75 kA < PC ≤ −50 kA, −100 kA < PC
Fei Wang +4 more
wiley +1 more source
Inland Deforestation Organizes Convective Extremes.
Engelbrecht E, Haerter J, Klein C.
europepmc +1 more source
Computer-assisted vacuum aspiration mechanical thrombectomy with Lightning Flash allows broader clinical application, enhanced procedural safety, and improved clinical outcomes for the treatment of acute and subacute iliofemoral and central deep venous thrombosis. [PDF]
Saleem T, Raju S.
europepmc +1 more source

