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Robust and reliable piezo-ionic materials that are both crack resistant and self-healable like biological skin hold great promise for applications inflexible electronics and intelligent systems with prolonged service lives. However, such a combination of high toughness, superior crack resistance, autonomous self-healing and effective control of ion dynamics is rarely seen in artificial iontronic skin because these features are seemingly incompatible in materials design. Here, we resolve this perennial mismatch through a molecularly engineered strategy of implanting carboxyl-functionalized groups into the dynamic hard domain structure of synthesized poly(urethane-urea). This design provides an ultra-high fracture energy of 211.27 kJ m that is over 123.54 times that of tough human skin, while maintaining skin-like stretchability, elasticity, and autonomous self-healing with a 96.40% healing efficiency. Moreover, the carboxyl anion group allows the dynamic confinement of ionic fluids though electrostatic interaction, thereby ensuring a remarkable pressure sensitivity of 7.03 kPa for the tactile sensors. As such, we successfully demonstrated the enormous potential ability of this skin-like piezo-ionic sensor for biomedical monitoring and robotic item identification, which indicates promising future uses in flexible electronics and human-machine interactions.
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http://dx.doi.org/10.1002/smo.20240008 | DOI Listing |
Neural Netw
September 2025
School of Cyberspace Security (School of Cryptology), Hainan University, No. 58, Renmin Avenue, Haikou, 570228, Hainan, China. Electronic address:
The primary challenge of large-margin learning lies in designing classifiers with strong discriminative power. Although existing large margin methods have achieved success in various classification tasks, they often suffer from weak task generalization and imbalanced handling of easy and hard samples. In this paper, we propose a margin adaptive synthetic virtual Softmax loss (SV-Softmax), which dynamically generates virtual prototypes by synthesizing embedded features and their corresponding prototypes.
View Article and Find Full Text PDFColloids Surf B Biointerfaces
September 2025
Department of Medicine and Health Sciences "V. Tiberio", University of Molise, Via De Sanctis, Campobasso, 86100, Italy. Electronic address:
Four different biomedical patches were bioprinted using nanocomposite hydrogels of sodium alginate/gelatin, sodium alginate/gelatin/indocyanine green freely dispersed, sodium alginate/gelatin/empty liposomes and sodium alginate/gelatin/indocyanine green loaded liposomes. Quasi-static and dynamic nanoindentations of the patch surfaces were performed to examine the effect of the single component on the mechanical response. The combination of results suggests that the mechanical structure of the gels is strongly influenced by crosslinking and the liposomes incorporating dye.
View Article and Find Full Text PDFPhys Rev Lett
August 2025
Linac Coherent Light Source, SLAC National Accelerator Laboratory, Menlo Park, California 94025, USA.
We have observed the signatures of valence electron rearrangement in photoexcited ammonia using ultrafast hard x-ray scattering. Time-resolved x-ray scattering is a powerful tool for imaging structural dynamics in molecules because of the strong scattering from the core electrons localized near each nucleus. Such core-electron contributions generally dominate the differential scattering signal, masking any signatures of rearrangement in the chemically important valence electrons.
View Article and Find Full Text PDFGenetics
September 2025
Department of Computational Biology, Cornell University, Ithaca, NY 14853, USA.
Selective sweeps describe the process by which an adaptive mutation arises and rapidly fixes in the population, thereby removing genetic variation in its genomic vicinity. The expected signatures of selective sweeps are relatively well understood in panmictic population models, yet natural populations often extend across larger geographic ranges where individuals are more likely to mate with those born nearby. To investigate how such spatial population structure can affect sweep dynamics and signatures, we simulated selective sweeps in populations inhabiting a two-dimensional continuous landscape.
View Article and Find Full Text PDFFood Chem X
August 2025
School of Life Science, Anqing Normal University, Jixian North Road1318, Yixiu District, Anqing 246052, Anhui Province, China.
Frozen storage deteriorates the texture and digestibility of frozen rice dough by damaging gliadin structure and starch integrity. This study investigated carboxymethyl chitosan (CMCh) and sodium carboxymethyl cellulose (CMCNa) as cry-oprotectants to mitigate these effects. Comprehensive analysis utilizing nuclear magnetic resonance (NMR), texture profile analysis (TPA), dynamic contact angle measurement (DCAT21), reversed-phase high-performance liquid chromatography (RP-HPLC), and circular dichroism (CD) demonstrated that 1.
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