Biomimetic Dynamics of Nanoscale Groove and Ridge Topography for Stem Cell Regulation
Dynamic nanoscale groove‐ridge structures are engineered by flexibly conjugating RGD‐magnetic nanoparticles to nanogroove templates with variable groove widths at the molecular scale. Magnetic control enables cyclic switching between nanoscale groove and ridge states that modulates ligand accessibility of cellular integrins.
Hyunsik Hong+8 more
wiley +1 more source
A novel temporal classification prototype network for few-shot bearing fault detection. [PDF]
Liu Y+5 more
europepmc +1 more source
Characterization and Inverse Design of Stochastic Mechanical Metamaterials Using Neural Operators
This study presents a DeepONet‐based machine learning framework for designing stochastic mechanical metamaterials with tailored nonlinear mechanical properties. By leveraging sparse but high‐quality experimental data from in situ micro‐mechanical tests, high predictive accuracy and enable efficient inverse design are achieved.
Hanxun Jin+7 more
wiley +1 more source
Automated prediction of fibroblast phenotypes using mathematical descriptors of cellular features. [PDF]
Khang A+5 more
europepmc +1 more source
Cleanly Removable and Degradable Bio‐Based Adhesive for Flexible Displays
Sustainable acrylic optically clear adhesives (OCAs) for foldable displays are developed by incorporating ultraviolet (UV)‐triggered debondability and lipoic acid–based degradability through visible‐light‐induced bulk polymerization. These OCAs enable residue‐free removal and degrade into small oligomers or recoverable monomers under mild conditions ...
Youngjoo Park, Sumin Lim, Min Sang Kwon
wiley +1 more source
Recurrent Fourier-Kolmogorov Arnold Networks for photovoltaic power forecasting. [PDF]
Rong D, Lin Z, Xie G.
europepmc +1 more source
Aqueous Colloidal Perovskite Quantum Emitters
Facile structural transformation‐induced in situ core‐shell self‐assembly for constructing mono‐dispersed aqueous colloidal perovskite nanocrystals, exhibiting unprecedented aqueous solution single photon emission. Abstract Aqueous solutions of nanoparticles are the cornerstones for applications in diagnostics, catalysis and more, where control over ...
Huajun He+10 more
wiley +1 more source
Accessing the role of tourism, renewable energy, and green finance in shaping the sustainable future. [PDF]
Cai X, Aljofan A.
europepmc +1 more source
The nanoscale hybridization of MXene and amorphous metal‐organic framework (MXene–aMOF) achieves exceptional electrochemical stability and ion storage capacity, attributed to the synergistic interplay between the nanoporous surfaces of aMOF and the metal‐like electron conduction of MXene.
Manmatha Mahato+14 more
wiley +1 more source
Research on Storage Grain Temperature Prediction Method Based on FTA-CNN-SE-LSTM with Dual-Domain Data Augmentation and Deep Learning. [PDF]
Peng H, Zhu Y, Li Z.
europepmc +1 more source