Self‐Regulating Sodium‐Ion Battery Materials: From Phase Reconstruction to Functional Activation
Self‐regulating sodium‐ion batteries hinge on programmable phase behavior in layered oxides, interphases that renew without growth, and electrolytes that steer solvation and chemistry. This review distills mechanisms into design rules that span composition, site and entropy tuning, and self‐buffering anodes, linking operando evidence to choices and ...
Hong Gao +10 more
wiley +1 more source
Establishing correlation between bone mineral apposition rate and physiological loading using machine learning regressor. [PDF]
Kumar R, Das S, Fernandes D, Goyal A.
europepmc +1 more source
Generative Models for Crystalline Materials
Generative machine learning models are increasingly used in crystalline materials design. This review outlines major generative approaches and assesses their strengths and limitations. It also examines how generative models can be adapted to practical applications, discusses key experimental considerations for evaluating generated structures, and ...
Houssam Metni +15 more
wiley +1 more source
Investigation of the Adaptivity Degree of State Variables in Linear Models of Dynamic Systems. [PDF]
Selezneva M, Neusypin K, Surkova A.
europepmc +1 more source
This study demonstrates ultrafast photocatalytic wettability switching in TiO2 thin films by tailoring substrate doping and interface oxides. Enhanced switching rates and hemiwicking effects are achieved through optimized material stacks and nanostructuring.
Rucha A. Deshpande +6 more
wiley +1 more source
Application of a Temporal Fusion Transformer and Long-Term Climate and Disease Data to Assess the Predictive Power and Understand the Drivers for Malaria and Dengue. [PDF]
Pillay MT +5 more
europepmc +1 more source
This Review proposes an interface‐centric framework for large‐area 2D materials integration, linking wafer‐scale single‐crystal epitaxy, clean transfer and deterministic stacking, and interface‐dominated structure–property–device correlations. We summarize how interfacial symmetry and energetics govern nucleation/coalescence and adhesion‐controlled ...
Han Chen +4 more
wiley +1 more source
Finite set model predictive control of permanent magnet synchronous motor current based on super twisting sliding mode observer. [PDF]
Ren H, Su C, Long R.
europepmc +1 more source
Untethered Magnetic Microswimmers for Targeted Particle Transport and Flow Manipulation
This work introduces magnetically actuated microswimmers to dynamically reconfigure fluid flow within a single microfluidic device. Multiple homogeneous microswimmers are independently controlled by an external magnetic field to perform translational and rotational motions, thereby inducing real‐time flow manipulation.
Dineshkumar Loganathan +3 more
wiley +1 more source
ANN-based fault classification and localization with optimized PMU deployment for transmission systems. [PDF]
Malini T, Thirumoorthi P, Lakshmi K.
europepmc +1 more source

