This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley +1 more source
Nonlinear associations of BMI and body dissatisfaction with depression and an exploratory decomposition of the indirect association: a cross-sectional study of Chinese university students. [PDF]
Li L, Yu H, Su G, Wang Q, Chen F, Yue L.
europepmc +1 more source
Transparent Perovskite Light‐Emitting Diodes with Conductive Oxide Top Electrodes
Transparent perovskite light‐emitting diodes (TrPeLEDs) enable simultaneous display and transparency, expanding application possibilities. Using a metal oxide buffer layer and pulsed laser deposition, TrPeLEDs with diverse compositions and architectures are demonstrated.
Michele Forzatti +11 more
wiley +1 more source
WVM-UNet: A Wavelet-Vision Mamba Framework for Enhanced Medical Image Segmentation. [PDF]
Yang Y, Gao W, Wu Z, Yang C.
europepmc +1 more source
Molecular doping of conjugated polymers is fundamentally constrained by thermodynamic phase behavior. This Perspective reframes doping efficiency and stability in terms of miscibility limits, binodals, and solvus boundaries, highlighting the role of effective interaction parameters and charge transfer.
Somayeh Kashani +10 more
wiley +1 more source
Counterfactual Diffusion Models Provide Interpretable Explanations of Artificial Intelligence Models in Pathology. [PDF]
Žigutytė L +18 more
europepmc +1 more source
Supramolecular morphological transition driven by nonequilibrium break-and-build self-organisation. [PDF]
Kubota R +4 more
europepmc +1 more source
Metastable Nickel Carbide Enables Programmable Evolution of Nanoporous Carbon Architectures. [PDF]
Song J +6 more
europepmc +1 more source
A Vignetting Correction Method for Remote Sensing Images Based on Low-Rank Modeling and Polynomial Fitting. [PDF]
Zhao X, Hu Z, Xu Z.
europepmc +1 more source
SRGFormer: Semantic Role-Guided Graph Reasoning for Referring Remote Sensing Image Segmentation. [PDF]
Liu L +6 more
europepmc +1 more source

