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The demand for highly sensitive and accurate sensors has grown significantly, particularly in the field of Micro-Electro-Mechanical Systems technology. Mode-localized sensors based on weakly coupled resonators have garnered attention for their high sensitivity through amplitude ratio outputs. However, when measuring multiple signals by weakly coupled resonators, different signals can interfere with each other, causing high cross-sensitivity. This cross-sensitivity greatly complicates signal separation and makes accurate measurement extremely difficult, impacting system performance. To address this issue, the study proposes an innovative constant-drive technique of weakly coupled resonators. This technique significantly reduces crosstalk between signals while maintaining high sensitivity of amplitude ratio output. The method is theoretically validated by analyzing amplitude ratios under signal perturbations in non-damped conditions, demonstrating perfect elimination of cross-interference. Finite element analysis under damping conditions further validated the constant-drive technique, showing a cross-sensitivity of 0.054%, nearly three orders of magnitude lower than that of mode-localized sensors. Experimental validation confirmed the effectiveness of the proposed technique, with the cross-sensitivity of the mode-localized method measured at 26.3% and 28.7%, respectively, while the constant-frequency drive achieved significantly lower values of 3.1% and 1.1%. This demonstrates a successful reduction in cross-sensitivity by an order of magnitude, meeting the performance requirements for typical MEMS biaxial sensor applications. This method is highly significant for mode-localized sensors, offering potential for developing multi-signal measurement devices like multi-axis accelerometers, force sensor, electric field sensor and mass sensor.
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http://dx.doi.org/10.1038/s41378-025-00954-y | DOI Listing |
ACS Appl Mater Interfaces
September 2025
Research Center for Nano-Biomaterial, Analytical and Testing Center, Sichuan University, Chengdu 610065, China.
Regeneration of infected bone defects (IBDs) requires biomaterials capable of dynamically coordinating antimicrobial, anti-inflammatory, and osteogenic functions. Overcoming the spatiotemporal mismatches in treating IBDs remains a critical challenge. Here, we designed a temporally controlled therapy based on gelatin methacrylate (GelMA)-based nanocomposite hydrogels (GCS) coembedded with sulfur quantum dots (SQDs) nanoenzymes and calcium-phosphorus oligomers (CPOs.
View Article and Find Full Text PDFLangmuir
September 2025
Northeast Petroleum University, Daqing 163318, China.
CO flooding holds significant potential for the EOR in high-wax reservoirs. Wax crystals precipitated from high-wax oil adhere to pore channels, reducing productivity. The mechanisms of wettability reversal driven by wax/CO interactions and CO-induced stripping of wax deposits are critical.
View Article and Find Full Text PDFAccid Anal Prev
August 2025
Beijing Laboratory of General Aviation Technology, Beijing University of Civil Engineering and Architecture, Beijing 100044, China; School of Traffic and Transportation, Beijing Jiaotong University, Beijing 100044, China. Electronic address:
Traffic crashes remain a critical global public safety concern, exhibiting complex heterogeneity across multiple temporal scales that limits the timeliness and precision of current traffic safety management strategies. Modeling the underlying causation mechanisms across temporal scales presents several challenges, including weak sequential patterns and nonlinear interactions among temporal features. To address these issues, this research categorizes crash data into a macro-scale (annual seasonality) and micro-scale (daily peak intervals and daytime/nighttime variation), and proposes a Multi-Channel Feature Correlation Transformer (MCFformer) to systematically model the influence of multi-scale temporal factors on crash-induced delay.
View Article and Find Full Text PDFNPJ Sci Learn
August 2025
School of Psychology, Northwest Normal University, Lanzhou, China.
This study investigated the role of offline consolidation, specifically sleep, in transforming memories strengthened by retrieval practice into stable long-term representations. Forty-eight participants learned weakly associated Chinese word pairs via restudy(RS), retrieval practice with feedback (RP), and retrieval practice without feedback (NRP). After encoding, a nap group slept while a wake group remained awake.
View Article and Find Full Text PDFJ Phys Condens Matter
September 2025
Department of Physics, Kent State University, Kent, OH 44242, United States of America.
We revisit certain aspects of a problem concerning the influence of carrier scattering induced by magnetic impurities in metals on their superconducting properties. Superconductivity is assumed to be driven by strong electron-phonon interaction. We use the self-consistent solution of the Nagaoka equations for the scattering matrix together with the Migdal-Eliashberg theory of superconductivity to compute the energy of the in-gap bound states, superconducting critical temperature and tunneling density of states for a wide range of values of the Kondo temperature and impurity concentrations.
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