A Machine Learning Framework for Flood Risk Assessment With Imbalanced Data
ABSTRACT This study presents a machine‐learning framework for identifying areas of elevated flood risk using imbalanced, high‐dimensional geospatial datasets. Using the Mandra River Basin in Greece as a case study, an extreme gradient boosting (XGBoost) classifier was trained on 11 flood‐related features including hydrological, meteorological, soil and
Alexia Tsouni +7 more
wiley +1 more source
Research on the Impact Toughness of 3D-Printed CoCrMo Alloy Components Based on Fractal Theory. [PDF]
Zhang G +5 more
europepmc +1 more source
Proto‐Panic Modulation by Caffeine‐Proteinoid Complexes
Caffeine–proteinoid microspheres synthesized by thermal polymerization exhibit compartmentalized drug loading with encapsulation efficiencies of 61%–82% and triphasic release kinetics. Electrochemical monitoring reveals multi‐scale oscillatory dynamics consistent with chaotic and damped harmonic behavior, while Boolean logic operations demonstrate ...
Panagiotis Mougkogiannis +1 more
wiley +1 more source
Multi-scale non-uniform hierarchical filtering model based on fractal theory. [PDF]
Zhang J, Peng F, He C.
europepmc +1 more source
A Review of the Impact of Radiation Damage on the Mechanical Properties of Borosilicate Glasses
Under irradiation, borosilicate glasses are modified at the atomic scale, including the formation of undercoordinated ions, that lead to changes in macroscopic properties. Decades of research have illuminated many aspects of the effects of radiation damage, but the complexity of these glasses leaves several unanswered questions.
Blas Pedro Uberuaga +2 more
wiley +1 more source
Solid phase thermal conductivity model of alpine meadow soils based on fractal theory. [PDF]
Huang W, Mao X, Wu Q.
europepmc +1 more source
ABSTRACT In this paper, the dependencies of granular soil behaviour on particle crushing and fabric anisotropy are formulated within a novel model based on bounding surface plasticity theory enriched by the non‐stationary critical state line (NCSL) concept.
Hesam Dejaloud +2 more
wiley +1 more source
Fractal theory-based analysis of strength degradation in steel slag powder-stabilized soil under chloride ion environment. [PDF]
Deng N +5 more
europepmc +1 more source
ABSTRACT Legumes are increasingly used as functional ingredients in plant‐based foods. However, their compact endogenous structure restricts techno‐functional properties. Conventional fractionation methods that isolate proteins further impair these properties and generate co‐products.
Deepak Subramani +5 more
wiley +1 more source
Study on Vacuum Breakdown Properties of Surface-Modified 304 Stainless Steel Electrodes Based on Fractal Theory. [PDF]
Wang S +6 more
europepmc +1 more source

