Experimental and Numerical Study on Various Liquid-Cooled Heat Sinks Including Topology Optimization. [PDF]
Shi G +7 more
europepmc +1 more source
2D Metal‐Organic Frameworks for High‐Performance Solid‐State Electrolytes: A Comprehensive Review
In this review, we elucidate the intrinsic advantages, synthetic methodologies, structural characteristics, ion‐transport mechanisms and performance optimization strategies while highlighting representative material systems and applications of 2D MOFs for electrolyte applications.
Changchun Ai +8 more
wiley +1 more source
Physics‐Embedded Neural Network: A Novel Approach to Design Polymeric Materials
Traditional black‐box models for polymer mechanics rely solely on data and lack physical interpretability. This work presents a physics‐embedded neural network (PENN) that integrates constitutive equations into machine learning. The approach ensures reliable stress predictions, provides interpretable parameters, and enables performance‐driven, inverse ...
Siqi Zhan +8 more
wiley +1 more source
Integration of fast charging EV infrastructure with high gain Z-source converters and hybrid optimized MPPT algorithm. [PDF]
Sathish R, Sekar V.
europepmc +1 more source
ABSTRACT Strain is a proven technique for modifying the bandgap and enhancing carrier mobility in 2D materials. Most current strain engineering techniques rely on the post‐growth transfer of these atomically thin materials from growth substrates to target surfaces, limiting their integration into nanoelectronics.
Berke Erbas +8 more
wiley +1 more source
RL-PMO: A Reinforcement Learning-Based Optimization Algorithm for Parallel SFC Migration. [PDF]
Hu H, Liu Z, Wu F.
europepmc +1 more source
Sub‐Unit‐Cell Logic Governs Transport in TPMS Architectures
ABSTRACT Next‐generation energy, thermal, and chemical systems require architectures capable of highly efficient transport across multiple length scales. Triply periodic minimal surfaces (TPMS), first conceptualized in 1865, offer inherently scalable geometries with exceptional transport potential, yet mechanistic links between topology and performance
Haozhang Zhong +16 more
wiley +1 more source
A novel multi objective energy efficient clustering optimization scheme based on heuristic intelligence for wireless sensor networks. [PDF]
Rao C, Kan M, Zhou P, Lan Y.
europepmc +1 more source
Magneto‐X Effects in Magnetic Soft Materials and Their Applications
This review systematically explores magnetic soft materials (MSMs), a novel class of composites that transform under magnetic fields. It catalogs fundamental “Magneto‐X” effects, classifies materials by their matrix and magnetic fillers, and highlights transformative applications in soft robotics, biomedical devices, flexible electronics, etc. Finally,
Ziyin Xiang +5 more
wiley +1 more source
Topology Design of Reconfigurable Intelligent Metasurfaces Based on Equivalent Circuit Model. [PDF]
Xu J, Zhu C, Pan Y, Zhang H, Wu C, Li H.
europepmc +1 more source

