Yifan Chen

An Investigation into the Effects of Graphene and Cellulase Preparation on the Fermentation Quality and Bacterial Community Structure of Mulberry Silage

Yifan Chen, Zhumei Du, Yunhua Zhang, Siran Wang et autres

Developing efficient utilization approaches for unconventional feed resources is critical for sustainable livestock production. Mulberry (Morus alba L.) is a woody forage resource with high nutritional value. However, its inherent lignocellulosic barrier hinders high-quality fermentation during natural ensiling without exogenous additives. In …

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Robust Real-Time Pig Detection for Commercial Swine Barns Using an Improved MSCA-RTDETR Model

Wangli Hao, Yifan Chen, Shuai Xu, Meng Han et autres

Pig detection in intelligent livestock farming is challenging due to the difficulty of jointly capturing global context and multi-scale features in complex environments. To address this, we propose MSCA-RTDETR (Multi-scale Content-Aware Real-Time Detection Transformer), which enhances the Real-Time Detection Transformer (RTDETR) architecture …

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WMSP-RTDETR: An RT-DETR with Weighted Multi-Scale Fusion and Position-Enhanced Attention for Pig Detection in Crowded Barn Scenes

Meng Han, Shicong Li, Le Yang, Shuai Xu et autres

Accurate pig detection in crowded barns is hindered by frequent body contact, similar appearance, overlapping torso boundaries, and scale variations, which weaken instance separation and bounding-box localisation. In the original Real-Time DEtection Transformer (RT-DETR) architecture, limited interactions between shallow boundary details and …

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Bacterial Community Dynamic Regulates Fermentation Quality and Mycotoxin Accumulation in Mulberry Silage Treated with Exogenous Lactic Acid Bacteria Inoculant and Cellulase Enzyme

Yunhua Zhang, Yifan Chen, Lin Sun, Xuebing Yan et autres

The global shortage of high-quality protein feed resources continues to widen, and the development of high-value-added woody plants is a key strategy for alleviating feed shortage. The mulberry (Morus alba L.) is a recognized high-protein woody forage resource. However, the inconsistent quality …

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Macrophage Cluster of Differentiation 163 promotes post‐infarction cardiac repair and preserves left ventricular function via osteopontin

Jun Chen, Linjian Chen, W Huang, Gang Wang et autres

Abstract Background Cardiac macrophages (cMacs) have been implicated in myocardial repair following myocardial infarction (MI), yet their therapeutic potential in ischaemic cardiomyopathy (ICM) remains limited by an incomplete understanding of their molecular regulation. Cluster of Differentiation 163 (CD163) is highly expressed in …

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SceneFuse: Visible and Infrared Image Fusion Based on Scene Perception

Hao Shan, Yifan Chen, Lei Deng, Mingli Dong

This paper presents a visible and infrared image fusion method for environments with limited visible light availability. A scene recognition algorithm transfers information from infrared to visible images. Parameter-free attention mechanisms address illumination variations and noise artifacts. Quantitative and qualitative results shows …

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Fermentation Regulation: Revealing Bacterial Community Structure, Symbiotic Networks to Function and Pathogenic Risk in Corn Stover Silage

Zhumei Du, Shaojuan Cui, Yifan Chen, Yunhua Zhang et autres

Improving agricultural by-product utilization can alleviate tropical feed shortages. This study used corn stover (CS, Zea mays L.) at the maturity stage as the material, with four silage treatments: control, lactic acid bacteria (LAB, Lactiplantibacillus plantarum), cellulase (AC, Acremonium cellulolyticus), and LAB+AC. …

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Enhanced Infrared and Visible Image Fusion via Correlation-Driven Rules and Parameter-Free Attention Mechanism

Hao Shan, Yifan Chen, Xitian Lu, Jiangrong Lin et autres

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HPInet: Interpretable prediction of Host-Pathogen protein-protein Interactions using a transformer-based neural network

Yueming Hu, Liya Liu, Yanyan Zhu, Enyan Liu et autres

Abstract Gram-negative bacteria utilize a series of secretion systems (T1SS-T10SS) to deliver secreted effector proteins (T1SE-T10SE) into host cells, leading to infections and diseases. Understanding the interactions between these effector proteins and host proteins is crucial for unraveling the pathogenic mechanisms of …

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Assessment of Effects of Storage Time on Fermentation Profile, Chemical Composition, Bacterial Community Structure, Co-Occurrence Network, and Pathogenic Risk in Corn Stover Silage

Zhumei Du, Ying Meng, Yifan Chen, Shaojuan Cui et autres

In order to achieve the efficient utilization of agricultural by-products and overcome the bottleneck of animal feed shortages in dry seasons, this study utilized corn stover (CS; Zea mays L.) as a material to systematically investigate the dynamic changes in the fermentation …

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Galaxy Tomography with the Gravitational Wave Background from Supermassive Black Hole Binaries

Yifan Chen

FLAT: Fused Lasso Regression with Adaptive Minimum Spanning Tree with Applications on Thermohaline Circulation

Cuiwen Che, Yifan Chen, Zhaoyu Xing, Wei Zhong

This article introduces a new methodology model both discrete and continuous spatial heterogeneity simultaneously with an application in detection of hyper-plain in thermohaline circulation. To enable the data-driven detection of spatial boundaries with heterogeneity, we constructs an adaptive minimum spanning tree guided …