Advanced Materials, EarlyView.Spin‐selective hot‐carrier transfer across CrSBr/WSe2/CrSBr interfaces couples the continuously tunable magnetic configuration of antiferromagnetic CrSBr to the valley degrees of freedom of monolayer WSe2, enabling giant nonequilibrium valley control and magnetic‐state‐dependent reversal of circularly polarized emission.
Ke Xiao +7 more
wiley +1 more source
Approaches for handling imbalanced data used in machine learning in the healthcare field: A case study on Chagas disease database prediction. [PDF]
PLoS OneCoimbra AG +6 more
europepmc +1 more source
Radiative Thermal Management for Extreme Environments: Mechanisms and Design Strategies
Advanced Materials, EarlyView.In this review, we discuss the fundamental mechanisms of radiative cooling and solar heating, material and structural design strategies, hybrid approaches integrating additional heat transfer pathways, and durability‐oriented designs addressing environmental stresses.
Hyung Rae Kim +5 more
wiley +1 more source
Entropy-based dynamic ensemble classication algorithm for imbalanced data stream with concept drift. [PDF]
PLoS OneGong J, Gong J, Dong M.
europepmc +1 more source
Advanced Materials, EarlyView.Self‐invalidating multilayer physical unclonable functions (PUFs) integrate fingerprint‐like metal nanopattern bilayers from block copolymer templates with highly reactive reduced graphene oxide (rGO) interlayers. This tamper‐responsive architecture blocks all unauthorized physical and chemical replication attempts while autonomously deactivating ...
Gyu Hui Jo +7 more
wiley +1 more source
Improving Surgical Site Infection Prediction Using Machine Learning: Addressing Challenges of Highly Imbalanced Data. [PDF]
Diagnostics (Basel)Al-Ahmari S, Nadeem F.
europepmc +1 more source
Cellulose Surface Modification Effects on Equilibrium and Non‐Equilibrium Wetting by Water
Advanced Materials Interfaces, EarlyView.Molecular dynamics simulations of nanometer‐sized water droplets spreading on cellulose substrates show strong effects from surface chemistry on both equilibrium contact angles and spreading dynamics. ABSTRACT Chemical modification is an important route to tuning interactions between nanocellulose and its surrounding media. Specifically, it affects the
Jakob Wohlert, Lars Berglund
wiley +1 more source
A Candy Defect Detection Method Based on StyleGAN2 and Improved YOLOv7 for Imbalanced Data. [PDF]
FoodsLi X, Xue S, Li Z, Fang X, Zhu T, Ni C.
europepmc +1 more source
A Cryopreservation‐Based Supply Chain Strategy for Extrusion Bioprinting in Space
Advanced Materials Technologies, EarlyView.Extrusion bioprinting on crewed space platforms requires a bioink that stays functional along the logistic chain. Here, cells and biomaterial ink travel separately, the cells cryopreserved and the ink cold stored, and are combined only minutes before printing.
Johannes Windisch +7 more
wiley +1 more source
Automatic Acne Severity Grading with a Small and Imbalanced Data Set of Low-Resolution Images. [PDF]
Dermatol Ther (Heidelb)Bernhard R +5 more
europepmc +1 more source