Data‐Driven Design of Scalable Perovskite Film Fabrication via Machine Learning–Guided Processing
Considering complex process parameters and poor reproducibility in perovskite thin film fabrication, this study uses machine learning to analyze and predict high‐dimensional process variables. The Random Forest model, identified as the most effective, can effectively analyze and rapidly predict optimal process parameters from extensive data.
Hong Liu +9 more
wiley +1 more source
Research Progress on Halide Solid‐State Electrolytes: Synthesis, Mechanism, and Modification
This review comprehensively summarizes the research progress on halide solid‐state electrolytes, including their classifications, synthesis methods, ion conduction mechanisms, and modification strategies. It also proposes effective modification strategies to address critical issues, such as air stability and interface compatibility.
Weifeng Shen +20 more
wiley +1 more source
Optoelectronic and thermoelectric response of lead-free halide double perovskites Rb<sub>2</sub>BiAuX<sub>6</sub> (X = Cl, Br, I) for energy storage applications. [PDF]
Ali F +4 more
europepmc +1 more source
Phase‐Pure 2D Interfacial Perovskite Passivation for Stable and Efficient Photovoltaics
Phase‐pure 2D interfacial passivation eliminates mixed‐phase energetic disorder, establishes favorable band alignment, and suppresses interfacial non‐radiative recombination. This review elucidates deterministic phase‐purity control, defect and lattice reconstruction mechanisms, and scalable manufacturing strategies, highlighting how phase‐pure 2D/3D ...
Ming‐Xin Li +9 more
wiley +1 more source
First-principles investigation of lead-free Rb<sub>3</sub>SbX<sub>6</sub> (X = F, Cl, Br, I) mixed-halide double perovskites promising for photovoltaics and scintillation. [PDF]
Jehangir MA +7 more
europepmc +1 more source
Successfully applying self‐assembled monolayers with hole‐selectivity for lead‐free tin perovskite solar cells requires judicious investigation with appropriately powerful characterization methods, in addition to efforts in the development of new materials and processing.
Donghoon Song +3 more
wiley +1 more source
Insights into the Photocatalytic Arene Bromination Enabled by Cs2AgBiBr6 Microparticles
A sustainable photocatalytic bromination of electron‐rich arenes is enabled by low‐toxicity Cs2AgBiBr6 double‐perovskite microparticles using HBr as an atom‐economical bromine source. Surface‐derived bromine radicals drive highly selective mono‐bromination under mild conditions.
Daniele Conelli +8 more
wiley +1 more source
Half-metallicity of novel halide double perovskites K<sub>2</sub>CuVCl<sub>6</sub> and Rb<sub>2</sub>CuVCl<sub>6</sub>: application in next-generation spintronic devices. [PDF]
Monir MEA +8 more
europepmc +1 more source
Membrane Engineering for Battery Systems: Bridging Design Principles and Frontier Applications
The review emphasizes membrane separators' role in battery performance and safety, covering redox flow, lithium‐ion, and solid‐state batteries. It reviews advances in membrane materials (e.g., polymer electrolytes, hybrid composites) and ion transport mechanisms, while addressing challenges like dendrite growth and crossover losses.
Xiaoqun Zhou +3 more
wiley +1 more source
Near-Complete Suppression of NIR-II Luminescence Quenching in Halide Double Perovskites for Surface Functionalization Through Facet Engineering. [PDF]
Duan Q +6 more
europepmc +1 more source

