Stability and Degradation of Perovskite Solar Cells in Space Environments: Mechanisms and Protocols. [PDF]
Akylbayeva A +5 more
europepmc +1 more source
Machine learning interatomic potentials bridge quantum accuracy and computational efficiency for materials discovery. Architectures from Gaussian process regression to equivariant graph neural networks, training strategies including active learning and foundation models, and applications in solid‐state electrolytes, batteries, electrocatalysts ...
In Kee Park +19 more
wiley +1 more source
AI-driven optimization of integrated solar systems for hydrogen production and building energy supply. [PDF]
Li Z +7 more
europepmc +1 more source
This study introduces a zwitterionic additive, Cl‐PPS, to regulate crystallization kinetics and passivate defects in formamidinium‐based perovskite solar cells. Cl‐PPS promotes direct α‐phase formation, minimizes necessary MACl loading, and induces highly crystalline, vertically oriented grains.
Shuai Li +16 more
wiley +1 more source
Xue model exploration for oxytactic microbes in radiative MHD hybrid nanoliquid using machine learning technique. [PDF]
Shaaban SM +6 more
europepmc +1 more source
Sputtering Mechanism of an Unsintered Organic–Inorganic Sputtering Target for Perovskite Solar Cells
An unsintered MAPbI3 sputtering target fabricated via a mechanochemical route enables large‐area vacuum deposition of perovskite absorber layers, while revealing an ion–photon coupled decomposition mechanism that governs target erosion and film composition under RF plasma exposure.
Doha Lim +9 more
wiley +1 more source
Spatiotemporal interaction of tef head smudge disease (Curvularia spp.) and tef (Eragrostis tef) in the Western Amhara Region, Ethiopia, under the moderate (SSP245) and extreme (SSP285) climate change scenarios. [PDF]
Mekonnen MB, Abeje GD, Mekonnen MA.
europepmc +1 more source
Thin‐shell InAs/ZnSe quantum dots functionalized with metal chalcogenide ligands were employed as electron transport layers in organic optoelectronic devices, yielding optimized conduction band alignment and film morphology. Consequently, the devices achieved enhanced charge transport, a detectivity of ∼1013 Jones, and a power conversion efficiency of ...
Yonghoon Choi +8 more
wiley +1 more source
Conceptual thermal constraints on the growth of the first tree on a terraformed Mars. [PDF]
Wendland A +6 more
europepmc +1 more source
Hydrological dataset on mediterranean catchments of the real collobrier observatory for 1967-2024. [PDF]
Folton N, Arnaud P, Tolsa M.
europepmc +1 more source

