Residual magnetization induces pronounced mechanical anisotropy in ultra‐soft magnetorheological elastomers, shaping deformation and actuation even without external magnetic fields. This study introduces a computational‐experimental framework integrating magneto‐mechanical coupling into topology optimization for designing soft magnetic actuators with ...
Carlos Perez‐Garcia +3 more
wiley +1 more source
Intelligent identification method for drilling conditions based on artificial neural networks. [PDF]
Li W, Yang Y, Fan D, Zhou Y.
europepmc +1 more source
Rewriting Polymer Fate via Chemomechanical Coupling
This work introduces a life‐like “living” polymer platform that can grow, degrow, and reprogram its properties after fabrication. By integrating mass transport, reversible polymerization, and controlled catalysis, the material achieves on‐demand changes in size, shape, and mechanical properties.
Jiahe Huang +9 more
wiley +1 more source
Research on Delamination Damage Factor of Hole-Making Process Optimization Based on Carbon Fiber Composite Materials. [PDF]
Liu L +8 more
europepmc +1 more source
This review highlights the role of self‐assembled monolayers (SAMs) in perovskite solar cells, covering molecular engineering, multifunctional interface regulation, machine learning (ML) accelerated discovery, advanced device architectures, and pathways toward scalable fabrication and commercialization for high‐efficiency and stable single‐junction and
Asmat Ullah, Ying Luo, Stefaan De Wolf
wiley +1 more source
An intelligent prediction method for ROP in drilling based on optimized PSO-BP neural network. [PDF]
Zou Z.
europepmc +1 more source
Decoding NASICON and Its Metal Interface for Solid‐State Batteries
This review paper focuses on lithium‐ and sodium‐based NASICON solid electrolytes and their interfaces with metal anodes using a top‐down framework. It begins with NASICON fundamentals, elucidates anode‐induced failure mechanisms, surveys advanced characterization strategies to understand them, summarizes mitigation approaches, and concludes with a ...
Jiaqi Xu +8 more
wiley +1 more source
Research on an intelligent drilling parameter optimization method using sliding window segmentation based on the hydraulic-mechanical specific energy model. [PDF]
Li W +6 more
europepmc +1 more source
High‐κ Perovskite‐Like Ternary Niobium Oxide Dielectrics for 2D Electronics
High‐κ dielectrics are vital for scaled electronics. Here, a family of 2D high‐κ perovskite‐like ternary niobium oxides is synthesized via a molten salt‐assisted method. Their integration into FETs and logic gates reveals superior switching characteristics, providing a fresh material platform and new insights for the advancement of high‐performance 2D ...
Biao Zhang +10 more
wiley +1 more source
Adaptive model for rate of penetration prediction based on the dynamic correlation of influencing factors. [PDF]
Deng Y, Zhou X, Feng Z, Li X, Li H.
europepmc +1 more source

