Multi-view dynamic manifold reconstruction with adaptive cross-attention fusion enables noise-robust bearing fault diagnosis. [PDF]
Yang L, Zhang L, Xu J, Guo Y.
europepmc +1 more source
This review summarizes a descriptor‐guided framework for linking theoretical calculations, in situ/operando characterization, synthesis regulation, and application screening in functional materials. Emphasis is placed on dynamic structure–property relationships that enable low‐cost material design with enhanced activity, stability, and environmental ...
Yanyu Jin +9 more
wiley +1 more source
CLRe: A Synergistic Dual-Engine Framework for One-Step Retrosynthesis Prediction. [PDF]
Su T +5 more
europepmc +1 more source
Carbon Anodes for Low‐Temperature Nonaqueous Alkali Metal‐Ion Batteries
This review summarizes recent progress in carbon anodes for low‐temperature nonaqueous alkali‐metal ion batteries. Fundamental thermodynamic and kinetic limitations are examined, alongside a systematic discussion of graphite, hard carbon, and emerging carbon architectures.
Zhichun Miao +11 more
wiley +1 more source
Functionally Graded Polymer Lattice Structures Enabled by Multi-Material Fused Deposition Modeling: Current Progress, Challenges, and Future Perspectives. [PDF]
Usman AI, Yalçın MM.
europepmc +1 more source
Hydride Materials for Advanced Electrochemical Energy Storage: Progress and Perspectives
Hydrides are emerging as functional materials for low‐carbon electrochemical energy storage. Complex hydrides provide polyanionic electrolyte frameworks for all‐solid‐state, Li–S, and multivalent batteries; hydride ion conductors enable H− transport for emerging hydride‐based cells; and metal hydrides offer established electrode chemistries for Ni–MH ...
Taehyun Kim +4 more
wiley +1 more source
Chemical space visualization at scale: a survey of end-to-end pipelines and dataset-size archetypes. [PDF]
AlShammari MM, Alnammi M, Ahmed M.
europepmc +1 more source
Anatomy of a SPAN Particle: A Four‐Level Structural Framework for Lithium–Sulfur Batteries
Sulfurized polyacrylonitrile (SPAN) is a key cathode material for batteries. Borrowing the four‐level classification of protein structure, this perspective demonstrates SPAN's structural complexity into well‐defined levels, giving researchers clear research boundaries and targets at each level for improving battery performance.
Jinkwan Jung +5 more
wiley +1 more source
Two-dimensional billiards are Turing complete. [PDF]
Miranda E, Ramos I.
europepmc +1 more source
Coordinated engineering of the anode, electrolyte, and interface underpins the rational design of next‐generation solid‐state metal‐sulfur batteries. Solid‐state metal‐sulfur batteries are emerging as a transformative energy storage platform with the potential to overcome the fundamental limitations of conventional flooded cells, particularly ...
Ziyu Feng +4 more
wiley +1 more source

