Multitarget Generate Electrolyte Additive for Lithium Metal Batteries
This study presents a deep learning‐assisted generative model for electrolyte additives in lithium metal batteries (LMBs). The approach overcomes data scarcity by proposing the molecular categorization method and achieves 100% generative efficiency.
Xiangyang Liu+12 more
wiley +1 more source
A mechanism-informed deep neural network enables prioritization of regulators that drive cell state transitions. [PDF]
Xi X+7 more
europepmc +1 more source
Ionic Conductive Textiles for Wearable Technology
Recent advances in ionic conductive textiles for wearable technology are summarized, with a focus on soft ionic conductors that exhibit skin‐like flexibility and tissue‐like ion dynamics. Their structures, key characteristics, manufacturing methods, and diverse applications are reviewed.
Lingtao Fang, Yunlu Zhou, Qiyao Huang
wiley +1 more source
Author Correction: Automatic detection and visualization of temporomandibular joint effusion with deep neural network. [PDF]
Lee YH, Jeon S, Won JH, Auh QS, Noh YK.
europepmc +1 more source
Colonoscopic continuum robots lack sensing, endangering intestinal tissue. An ideal sensing array is hard to integrate. This work introduces a 3D crosslinked stretchable E‐armor with full‐coverage and multiplexing. It has bimodal sensing, forms a triboelectric synapse, uses CNN‐LSTM, and has a hydrogel and innovative triboelectric materials.
Yuyang Sun+8 more
wiley +1 more source
Optimal intrusion detection for imbalanced data using Bagging method with deep neural network optimized by flower pollination algorithm. [PDF]
Sayegh HR+4 more
europepmc +1 more source
Deep neural network-enhanced prediction and carbon footprint analysis of early-age high-performance manufactured sand concrete's stress-strain behavior. [PDF]
Han L, Pu G, Guo Q, Shi D, Liu B.
europepmc +1 more source
Fast fault diagnosis of smart grid equipment based on deep neural network model based on knowledge graph. [PDF]
Jun L, Chenliang Z.
europepmc +1 more source
Total brain dose estimation in single-isocenter-multiple-targets (SIMT) radiosurgery via a novel deep neural network with spherical convolutions. [PDF]
Yang Z+8 more
europepmc +1 more source