Publications by authors named "Zhiyuan Liu"

Introduction: This study explores the nuanced relationship between teachers' teaching strategies and students' learning engagement within online environments, considering the mediation by students' perceptions of teachers' emotional engagement and the moderation by teachers' expectations.

Methods: Employing a stratified sampling technique, data were collected from 1,200 Chinese primary and secondary students through the "Survey on Online Learning Engagement." Structural equation modeling was applied to analyze the relationships among teaching strategies, emotional engagement, teachers' expectations, and learning engagement.

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The object of this study was to propose a Wnt5a-matrix metalloproteinase (MMP)-13 dependent signaling axis for osteoarthritis (OA) progression. To this end, the chondrocytes were isolated from both OA patients and normal controls. The chondrocytes were treated with diverse concentrations of Wnt5a (0, 50, 100, and 200 ng/mL), respectively.

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Humans no doubt use language to communicate about their emotional experiences, but does language in turn help humans understand emotions, or is language just a vehicle of communication? This study used a form of artificial intelligence (AI) known as large language models (LLMs) to assess whether language-based representations of emotion causally contribute to the AI's ability to generate inferences about the emotional meaning of novel situations. Fourteen attributes of human emotion concept representation were found to be represented by the LLM's distinct artificial neuron populations. By manipulating these attribute-related neurons, we in turn demonstrated the role of emotion concept knowledge in generative emotion inference.

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  • Optoelectrowetting technology allows for the manipulation of droplets by creating virtual electrodes, avoiding complicated physical circuitry in droplet control systems.
  • Current limitations include the need for manual droplet positioning and lack of real-time feedback, which can lead to mismanagement and contamination of droplets.
  • The paper introduces an intelligent control system that integrates optoelectrowetting with deep learning for real-time detection and automatic movement control of droplets, improving flexibility and accuracy in experiments, especially in biomedicine.
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  • * This study utilized hyperspectral imaging (HSI) combined with machine learning to visually evaluate matcha quality, achieving high accuracy in classifying matcha grades (98.10%) and predicting quality with a strong model (R > 0.95).
  • * The approach detected spatial variations in key matcha components like catechins and caffeine, enabling a comprehensive and rapid quality assessment method for various types of matcha.
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Background: Previous studies have reported that the tumor immune microenvironment (TIME) was associated with the prognosis of lung cancer patients and the efficacy of immunotherapy. However, given the significant challenges in obtaining specimens of brain metastases (BrMs), few studies explored the correlation between the TIME and the prognosis in patients with BrMs from lung adenocarcinoma (LUAD).

Methods: Transcript profiling of archival formalin-fixed and paraffin-embedded specimens of BrMs from 70 LUAD patients with surgically resected BrMs was carried out using RNA sequencing.

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Constructing a uniform and controllable hard carbon anode with suitable micropores can effectively improve the overall sodium storage performance. Herein, an electrostatic induction strategy was used to change the structure of micelles by adding surfactant content to form polyaniline (PANI) with different morphologies. The presented synthesis method is characterized by the introduction of oppositely charged surfactants to induce rapid nucleation and the formation of foams with small pore sizes, which are then transformed into homogeneous microcellular pores by high-temperature carbonization.

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With the continuous advancement of intelligent vehicle technology, automatic obstacle avoidance (AOA) has become a crucial component of in-vehicle systems. This study introduces an AOA trolley system based on ReS/WSe heterojunction photodetectors. The device with type-II band alignment exhibits an impressive on/off current ratio of 7.

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The intricate balance among cost, output, and quality has substantially hindered the practical application of graphene within the downstream industry chain. Here we present a scalable and green supercritical CO-assisted mechano-exfoliation (SCME) process that omits the use of organic solvents and oxidants throughout the production lifecycle, including exfoliation, separation, and purification. The SCME process achieves graphene powder space-time yields exceeding 40 kg/(m³·day) at laboratory (0.

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At present, tomato transplanting in facility agriculture is mainly manual operation. In an attempt to resolve the problems of high labor intensity and low efficiency of manual operation, this paper designs a clip stem automatic transplanting and seedling picking device based on the yolov5 algorithm. First of all, through the study of the characteristics of tomato seedlings of different seedling ages, the age of tomato seedlings suitable for transplanting was obtained.

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Oxaliplatin (OXA) is the first-line drug for the treatment of colorectal cancer (CRC), and susceptibility to drug resistance affects patient prognosis. However, the exact underlying mechanisms remain unclear. Platinum-acquired resistance in CRC is a continuous transition process; though, current research has mainly focused on the end state of drug resistance, and the early events of drug resistance have been ignored.

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Modulating the electron distribution between active sites in metal-organic frameworks (MOFs) offers a promising strategy for optimizing their catalytic performance. In this study, we employed a novel heterovalent substitution strategy to synthesize bimetallic organic frameworks (CuCe-BTC) that feature dual active sites with copper (Cu) and cerium (Ce), Our objective was to achieve efficient hydrogenation of dicyclopentadiene (DCPD) by regulating the electron transfer between the valence-variable Cu and Ce species. The designed CuCe-BTC were characterized using various spectroscopic and microscopic techniques, along with density functional theory (DFT) calculations, confirming the successful incorporation of bimetallic nodes within the framework structure and the electron transfer between them.

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  • - The development of next-generation brain-like intelligence using neuromorphic architectures is focused on mimicking how the brain learns and processes information, leveraging ionic signals for efficient computation and enhanced human-computer interaction.
  • - Ionic conductive hydrogels, which are soft and biocompatible, present challenges in mimicking neuroelectric signals; researchers found that a specific hydrogel setup can simulate various electrical patterns found in biological synapses.
  • - This innovative hydrogel device demonstrates the ability to replicate functions like tactile perception, learning, and memory while maintaining stability under extreme conditions, paving the way for advanced brain-like intelligent systems.
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  • Monoclonal antibodies like recaticimab target PCSK9 to effectively lower LDL cholesterol levels, offering an alternative to more frequent treatments due to its long-acting nature.
  • The study evaluated recaticimab's effectiveness and safety in patients with nonfamilial hypercholesterolemia and low-to-moderate atherosclerotic cardiovascular disease risk, comparing various dosing strategies.
  • Results showed significant LDL-C reductions (up to 52.8%) compared to placebo, with safety profiles similar to that of placebo, suggesting recaticimab may provide a flexible treatment option for patients.
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  • * The AMI surgery involves grafting the soleus muscle and reconnecting nerves to enhance motor function and proprioception in rats.
  • * Results showed that AMI-treated rats had better neurological repair and improved walking stability compared to control rats, suggesting that AMI could help regain proprioceptive function in prosthetic limbs.
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  • Head motion during neuroimaging is a significant issue in studying developmental populations, particularly regarding how attention, disruptive behavior, and internalizing symptoms affect motion in children during various MRI scans.
  • A study involving 9,045 children (ages 9-10) found that worse attention and disruptive behavior were linked to higher scanner motion, while higher internalizing symptoms were associated with lower motion during imaging.
  • These findings suggest that children's behavioral symptoms can influence neuroimaging quality, highlighting the need for better strategies to control for motion and improve accessibility to imaging for children with different symptom profiles.*
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Wheat dwarf virus (WDV, genus , family ) is one of the causal agents of wheat viral disease, which severely impacts wheat production in most wheat-growing regions in the world. Currently, there is little information about natural resistance against WDV in common wheat germplasms. CRISPR/Cas9 technology is being utilized to manufacture transgenic plants resistant to different diseases.

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  • The study looked at a surgery called the agonist-antagonist myoneural interface (AMI) that helps people with prosthetic limbs feel sensations like they have their real limbs back.
  • After the surgery, the muscles can get weak because they’re not used much, but electrical muscle stimulation (EMS) can help keep the muscles strong.
  • The experiment on rats showed that those treated with EMS had better muscle performance and sensations, making the surgery even more effective than those who didn’t get EMS.
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Time-varying metamaterials offer new degrees of freedom for wave manipulation and enable applications unattainable with conventional materials. In these metamaterials, the pattern of temporal inhomogeneity is crucial for effective wave control. However, existing studies have only demonstrated abrupt changes in properties within a limited range or time modulation following simple patterns.

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Drought poses a significant ecological threat that limits the production of crops worldwide. The objective of this study to examine the impact of soil applied biochar (BC) and peatmoss (PM) on the morpho-biochemical and quality traits of tobacco plants under drought conditions. In the present experiment work, a pot trial was conducted with two levels of drought severity (~ well-watered 75 ± 5% field capacity) and severe drought stress (~ 35 ± 5% field capacity), two levels of peatmoss (PM) @ 5% [PM+ (with peatmoss) and PM- (without peatmoss)] and three levels of rice straw biochar (BC = no biochar; BC = 150 mg kg; and BC = 300 mg kg of soil) in tobacco plants.

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Sequentially timed all-optical mapping photography (STAMP) is considered a powerful tool to observe highly dynamic events; however, its application is significantly hindered by its incapability to acquire quantitative phase images. In this work, by integrating diffraction phase microscopy (DPM) and STAMP, we achieve ultrafast single-shot quantitative phase imaging with a frame rate of up to 3.3 trillion fps.

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Growing trend of interests for contributions of cultivation of kelp to carbon sequestration have been driven globally. Saccharina japonica is an important cultivated seaweed, with erosion phenomenon usually occurs at the distal part of the frond in S. japonica throughout the growth cycle.

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Motivation: Natural language is poised to become a key medium for human-machine interactions in the era of large language models. In the field of biochemistry, tasks such as property prediction and molecule mining are critically important yet technically challenging. Bridging molecular expressions in natural language and chemical language can significantly enhance the interpretability and ease of these tasks.

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  • The study explores the potential of phillyrin to protect against Parkinson's disease (PD) by promoting the formation of autophagosomes, which are essential for cellular cleanup and health.
  • Researchers found that phillyrin helps maintain the health of mitochondria-associated endoplasmic reticulum membranes (MAM), which are important for autophagosome production.
  • In tests, phillyrin improved motor functions and increased dopaminergic neurons in a mouse model of PD, suggesting it may be an effective treatment strategy for neurological disorders.
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