Machine Learning‐Assisted Inverse Design of Soft and Multifunctional Hybrid Liquid Metal Composites
A machine learning framework is presented for inverse design of synthesizable multifunctional composites containing both liquid metal and solid inclusions. By integrating physics‐based modeling, data‐driven prediction, and Bayesian optimization, the approach enables intelligent design of experiments to identify optimal compositions and realize these ...
Lijun Zhou +5 more
wiley +1 more source
A case-aware feature modulation framework for defect classification in power lines. [PDF]
Ezzulddin NF +4 more
europepmc +1 more source
This paper presents a digital microfluidics‐based technique for transferring and reconfiguring soft nanomembranes. Laser‐machined nanothin membranes are picked up, transported, and aligned via tailored surface tension and the actuation of water droplets, enabling the development of flexible electronics, the integration of functional materials on 3D ...
Quang Anh Nguyen +15 more
wiley +1 more source
Research on hemodynamic state prediction based on feature-enhanced multi-model ensemble. [PDF]
Yan S, Liu M, Wang X.
europepmc +1 more source
Orbital Geometry‐Governed Response of Pressure‐Tunable Quantum Defects in hBN
Defects in hBN act as ultrasensitive quantum manometers when the energy of the intradefect optical transitions is modified by lattice compression. The orbital geometry of the electron wave functions governs how electron hopping and Coulomb interactions react uniquely to the reduction of the van der Waals gap and in‐plane compression, leading to robust ...
Magdalena Grzeszczyk +6 more
wiley +1 more source
RPINet: Dual-branch attention-guided fusion of remote sensing images and point clouds for urban scene segmentation. [PDF]
Jing Z, Yan Z.
europepmc +1 more source
TL-DETR: Efficient transmission line defect detection for edge deployment. [PDF]
Zhang Y, Zhao R.
europepmc +1 more source
YOLOv13 Steel Surface Defect Detection Method Based on Multi-Scale Denoising Enhanced A2C2f Module. [PDF]
Meng Y, Yang B, Yang F, Li H, Huo J.
europepmc +1 more source
Research on depression diagnosis method based on multi-scale analysis of frontal lead EEG. [PDF]
Wang H, Kuang W.
europepmc +1 more source
MixNet: A scale-adaptive method for multivariate time series forecasting. [PDF]
Wang X, Zhao B.
europepmc +1 more source

