Self‐Adaptive Gradient Interphase Enables Durable Solid‐State Lithium Metal Batteries
This work presents a machine learning‐guided interfacial design that forms a self‐adaptive graded interphase on lithium metal anode. A B105M40 composite interlayer evolves into lithiophilic, porous, and fast‐ion‐conducting phases, enabling intimate contact, dendrite suppression, and uniform lithium deposition.
Hongmin Liu +9 more
wiley +1 more source
Optimization Algorithms and Their Applications and Prospects in Manufacturing Engineering. [PDF]
Song J, Wang B, Hao X.
europepmc +1 more source
A multiband smart window integrating a thermochromic poly (EEEA‐co‐NIPAM) hydrogel with functional layers, enabling dynamic VIS‐NIR solar modulation alongside UV shielding and low LWIR emissivity. The polymer network forms hydrogen‐bonding interactions, promoting chain collapse above a reduced lower critical solution temperature, and accelerating the ...
Jiashuo Sun +17 more
wiley +1 more source
Various optimization algorithms for efficient placement and sizing of photovoltaic distributed generations in different networks. [PDF]
Diab AAZ +5 more
europepmc +1 more source
This study explored how innovative “auxetic” scaffolds, which expand when stretched, influence skeletal muscle development. Researchers cultured muscle cells on different scaffold designs and applied repeated stretching over 10 days. They found that scaffold geometry affected muscle cell differentiation and fiber formation.
Maria Kalogeropoulou +5 more
wiley +1 more source
Multiobjective optimization for the bed structure of a CNC gantry machine tool based on neural networks and intelligent optimization algorithms. [PDF]
Bai Y, Yuan Z, Yan Y, Liu S.
europepmc +1 more source
Material Coupling in Hybrid Neuromorphic Devices: From Fundamentals to System‐Level Applications
Hybrid neuromorphic devices utilize heterointerfaces between emerging semiconductors, where charge transfer and trapping, ion or defect modulation, and photogating are translated into synaptic functions. This paper discusses coupling strategies that tailor interfacial electronic and ionic properties in organic semiconductors, metal oxides, two ...
Minsu So +5 more
wiley +1 more source
Exploring quantum control landscape and solution space complexity through optimization algorithms and dimensionality reduction. [PDF]
Fentaw HW, Campbell S, Caton S.
europepmc +1 more source
Biodegradable Conductors for Implantable and Wearable Transient Bioelectronics
Biodegradable conductors are essential building blocks for transient bioelectronics, enabling temporary sensing, stimulation, and energy transfer while eliminating the need for device retrieval. This review summarizes biodegradable metals, conducting polymers, ionic conductors, and conductive composites, highlighting degradation mechanisms, material ...
Yicheng Zhu, Yijun Liu, Naoji Matsuhisa
wiley +1 more source
Predicting Porosity in Grain Compression Experiments Using Random Forest and Metaheuristic Optimization Algorithms. [PDF]
Chen J +7 more
europepmc +1 more source

