Crack‐Growing Interlayer Design for Deep Crack Propagation and Ultrahigh Sensitivity Strain Sensing
A crack‐growing semi‐cured polyimide interlayer enabling deep cracks for ultrahigh sensitivity in low‐strain regimes is presented. The sensor achieves a gauge factor of 100 000 at 2% strain and detects subtle deformations such as nasal breathing, highlighting potential for minimally obstructive biomedical and micromechanical sensing applications ...
Minho Kim +11 more
wiley +1 more source
Representation learning of single-cell time-series with deep variational autoencoders
Fraisse A, Oyarzún DA, Karoui ME.
europepmc +1 more source
Deep representation learning using layer-wise VICReg losses. [PDF]
Datta J +5 more
europepmc +1 more source
Two‐Dimensional Materials as a Multiproperty Sensing Platform
Various sensing modalities enabled and/or enhanced by two‐dimensional (2D) materials are reviewed. The domains considered for sensing include: 1) optoelectronics, 2) quantum defects, 3) scanning probe microscopy, 4) nanomechanics, and 5) bio‐ and chemosensing.
Dipankar Jana +11 more
wiley +1 more source
Identifying nutraceutical targets to treat polycystic ovary syndrome using graph representation learning. [PDF]
Hanassab S +10 more
europepmc +1 more source
Information Theory and Representation in Associative Word Learning [PDF]
Brendan Burns +3 more
openalex
Chemoselective Sequential Polymerization: An Approach Toward Mixed Plastic Waste Recycling
Inspired by biological protein metabolism, this study demonstrates the closed‐loop recycling of mixed synthetic polymers via ring‐closing depolymerization followed by a chemoselective sequential polymerizations process. The approach recovers pure polymers from mixed feedstocks, even in multilayer formats, highlighting a promising strategy to overcome a
Gadi Slor +5 more
wiley +1 more source
MultiFAR: Multidimensional information fusion with attention-driven representation learning for student performance prediction. [PDF]
Fazil M, Albahlal BM.
europepmc +1 more source
Multiple Twinning in Nacre and Aragonite
Electron backscatter diffraction map of a cluster of geologic aragonite, exhibiting single, double, and triple twins. The whole cluster is approximately 2 cm wide. Colors indicate crystal orientations, so that pixels where the a‐, b‐, and c‐axis is perpendicular to the image plane are green, red, and blue, respectively.
Connor A. Schmidt +7 more
wiley +1 more source
Latent thermodynamic flows: unified representation learning and generative modeling of temperature-dependent behaviors from limited data. [PDF]
Qiu Y, John R, Herron L, Tiwary P.
europepmc +1 more source

