A Channel-Independent Anchor Graph-Regularized Broad Learning System for Industrial Soft Sensors. [PDF]
Zhang Z, Yang M, Xie C, Xu Z, Yin P.
europepmc +1 more source
Droplet microfluidics: Enabling the tailored fabrication of hydrogel particles
Droplet microfluidics enables precise, versatile fabrication of hydrogel particles with controlled size, composition, and structure. This review summarizes fundamental principles, engineering strategies, and emerging applications, providing a framework for advancing microfluidic hydrogel technologies.
Zhongqiao Gan, Xu Hou
wiley +1 more source
Enhancing cross-modal retrieval via label graph optimization and hybrid loss functions. [PDF]
Wang L, Wang C, Peng S.
europepmc +1 more source
The Dimensional Revolution of Phosphorus: From Allotropicity to Battery System Applications
Phosphorus‐based materials are promising high‐capacity anodes classified by dimension (0D–3D) to systematically explore their properties and composite strategies. When combined with materials such as carbon to form heterostructures, the electrical conductivity and stability are effectively enhanced.
Shuhan Zhang +8 more
wiley +1 more source
Intelligent decision-making for mine ventilation systems based on graph neural network and deep reinforcement learning fusion. [PDF]
Zhang K, Yang X, Li H.
europepmc +1 more source
Photoreversible Polyurea Actuators With Spatiotemporal Control and Adaptive Mechanics
A light–thermal responsive polyurea network incorporating reversibly dimerizable anthracene units enables spatiotemporal modulation of cross‐linking density and nearly 400‐fold stiffness tuning. Integrating programmable anisotropy, photopatterning, self‐healing, and photowelding within a single framework, this bioinspired “one network–multifunction ...
Zhiwen Song +7 more
wiley +1 more source
Topology Design of Soft Phononic Crystals for Tunable Band Gaps: A Deep Learning Approach. [PDF]
Li J +5 more
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
Blurred magnitude homology of functional connectome for ASD diagnosis. [PDF]
Kachura A +3 more
europepmc +1 more source
To enhance the power restoration speed of networked microgrids (NMGs) after extreme natural disasters and reduce the power outage of the system, this paper proposes a rapid post‐disaster restoration method for NMGs based co‐optimization of fault repair and load restoration.
Yunfan Zhang +3 more
wiley +1 more source

