This study establishes an interpretable machine learning framework that disentangles the intrinsic molecular efficacy of passivators from experimental platform effects—enabling unbiased, high‐throughput discovery of effective perovskite surface modifiers.
Jing Zhang +5 more
wiley +1 more source
Protective Role of Oxides on Pb-Free Halide Perovskite Surfaces: Interfacial Effects and Excitonic Optical Properties from First-Principles. [PDF]
Palummo M +7 more
europepmc +1 more source
A self‐evolving Pd/Ov‐FeTiO3 photothermal catalyst, inspired by lunar soil, enables efficient extraterrestrial CO2 conversion. The formation of transient active interfaces and oxygen vacancies extends light absorption to the infrared range and optimizes electron transfer.
Yahang Wang +11 more
wiley +1 more source
System-level integration of halide perovskite optoelectronics for its commercial deployment. [PDF]
Yang W +9 more
europepmc +1 more source
Bi2O2Se/Bi2O5Se bilayer heterostructure exhibits reversible structural evolution during device operation, directly revealed by atomic‐scale investigation. Oxygen vacancy redistribution governs filament formation and rupture, enabling stable multilevel resistive switching and synaptic‐like behaviors.
Yen‐Jung Chen +8 more
wiley +1 more source
Lattice Oxygen-Mediated Defect and Strain Regulation of SnO<sub>2</sub> via Water-Soluble Tb<sub>2</sub>O<sub>3</sub> for High-Performance Perovskite Solar Cells. [PDF]
Liang J +9 more
europepmc +1 more source
Suppressed Auger Heating of Hot Carriers in Cu‐Doped Colloidal Quantum Wells
ABSTRACT Auger heating represents a major bottleneck for hot carrier (HC) relaxation in colloidal quantum wells (CQWs), delaying carrier accumulation in band‐edge states and diminishing performance in light‐emitting applications. To address this issue, we introduce copper doping in CdSe CQWs to create midgap states, which efficiently suppresses Auger ...
Junhong Yu +6 more
wiley +1 more source
One-Pot Sr-Free LaFeO<sub>3</sub>/CeO<sub>2</sub>-Based Electrocatalytic Composites: Effect of Cerium and Lanthanum Interplay Between Perovskite and Fluorite. [PDF]
Valentino L +4 more
europepmc +1 more source
This work presents a molecular‐level kinetic regulation strategy employing iodoacetic acid (IAA) to simultaneously suppress point defects and solvent inclusion in solution‐grown Cs4PbI6 single crystals. The obtained crystals demonstrate significantly enhanced charge transport properties, enabling X‐ray detectors with high sensitivity, low noise, and ...
Hui Zhang +9 more
wiley +1 more source
Taming Lattice Strain via Buried Interface Engineering for Reverse-Bias Resilient Perovskite Solar Cells. [PDF]
Du N +11 more
europepmc +1 more source

