Ionic Liquid Electrolytes for Extreme Temperature Conditions: Challenges and Perspective
Ionic liquids (ILs) have gained great attention as safe electrolyte components in recent years. This review elucidates the temperature effects on IL‐based electrolytes from molecular configurations, physicochemical properties, and interfacial chemistry, raises the challenges and design strategies operating at low‐ and HT, providing valuable guidance ...
En Xie +11 more
wiley +2 more sources
A Comprehensive Assessment and Benchmark Study of Large Atomistic Foundation Models for Phonons
We benchmark six large atomistic foundation models on 2429 crystalline materials for phonon transport properties. The rapid development of universal machine learning potentials (uMLPs) has enabled efficient, accurate predictions of diverse material properties across broad chemical spaces.
Md Zaibul Anam +5 more
wiley +1 more source
Unlocking Zn‐Ion Diffusion in Disordered Rocksalt Cathodes for Nonaqueous Zn‐Ion Batteries
Developing viable cathode materials for multivalent battery chemistries is challenging due to the intrinsic sluggish diffusion kinetics. A disordered rocksalt oxide host was found to “lock” the cycling of zinc ions from nonaqueous electrolyte. We unlock zinc ion diffusion in the disordered rocksalt by introduction of a percolating vacancy network ...
Zixuan Li +10 more
wiley +2 more sources
Data‐Guided Photocatalysis: Supervised Machine Learning in Water Splitting and CO2 Conversion
This review highlights recent advances in supervised machine learning (ML) for photocatalysis, emphasizing methods to optimize photocatalyst properties and design materials for solar‐driven water splitting and CO2 reduction. Key applications, challenges, and future directions are discussed, offering a practical framework for integrating ML into the ...
Paul Rossener Regonia +1 more
wiley +1 more source
Phase-Dependent Electrocatalytic H<sub>2</sub>O<sub>2</sub> Selectivity of Fe-Based Spinels. [PDF]
Escorcia O +9 more
europepmc +1 more source
Harnessing eco-friendly synthesis: the in vitro bioactivity and biocompatibility of ceramic spinels. [PDF]
Kenawy SH +4 more
europepmc +1 more source
Immersion Freezing Efficiency of ZnAl<sub>2</sub>O<sub>4</sub> and MgAl<sub>2</sub>O<sub>4</sub> Spinels, ZnO, and MgO: The Role of Oxygen Vacancies. [PDF]
Mitch R +7 more
europepmc +1 more source
Defect-Driven Optical Modulation in Rare-Earth-Modified Zn<sub>2</sub>SnO<sub>4</sub> Spinels for Advanced Optoelectronic Applications. [PDF]
Raji RK +6 more
europepmc +1 more source
This review explores color‐center‐mediated photochromism in inorganic materials and elaborates on defect‐originated photochromic fundamentals. It categorizes typical material systems by three core color‐center sources, including oxygen vacancies, non‐oxygen anion‐related defects, and cation‐related defects and summarizes feasible defect engineering ...
Jingxuan Zhang +3 more
wiley +1 more source
Correction: Half-metallic ferromagnetism and thermoelectric-efficient behavior in chalcogenide spinels MgNi<sub>2</sub>X<sub>4</sub> (X = S, Se): a first-principles approach. [PDF]
Ramzan A +4 more
europepmc +1 more source

