Siyi Huang

ORCID: 0000-0003-2917-383X
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About
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Research Areas
  • Millimeter-Wave Propagation and Modeling
  • Speech and Audio Processing
  • Radio Wave Propagation Studies
  • Global trade and economics
  • Advanced biosensing and bioanalysis techniques
  • Microbial infections and disease research
  • Indoor and Outdoor Localization Technologies
  • Bacteriophages and microbial interactions
  • Biosensors and Analytical Detection
  • Economic and Technological Innovation
  • Neural Networks Stability and Synchronization
  • Gene expression and cancer classification
  • Precipitation Measurement and Analysis
  • Abdominal vascular conditions and treatments
  • Railway Engineering and Dynamics
  • Remote Sensing and Land Use
  • Single-cell and spatial transcriptomics
  • Vehicle Dynamics and Control Systems
  • Urban Heat Island Mitigation
  • Epigenetics and DNA Methylation
  • Iron oxide chemistry and applications
  • Urban and spatial planning
  • Chronic Kidney Disease and Diabetes
  • Clay minerals and soil interactions
  • Microwave Imaging and Scattering Analysis

University of Alberta
2023-2025

Zhejiang University
2025

University College Dublin
2022-2024

Ruijin Hospital
2024

Beihang University
2024

Shanghai Jiao Tong University
2024

China University of Geosciences
2024

Zunyi Medical University
2021-2023

Jimei University
2023

Shenzhen University
2023

Understanding the spatiotemporal distribution of land surface temperature (LST) is crucial for managing urban thermal environments and mitigating heat island (UHI) effects. This study addresses challenge quantifying complex interactions among natural anthropogenic factors driving LST variations, while leveraging advanced modeling techniques to predict future risks in rapidly urbanizing regions. By analyzing evolution Jinan city, China, from 2002 2022, forecasts trends using spatial analysis...

10.1038/s41598-025-86199-1 article EN cc-by-nc-nd Scientific Reports 2025-04-01

Abstract CRISPR based technologies have been used for fast and sensitive detection of pathogens. To test the possibility strategy in Pseudomonas aeruginosa infections, a combined method recombinase polymerase amplification followed by Cas12a-mediated via fluorescence reader or lateral flow biosensor (named Cas12a-RCFL) has established this study. The Cas12a-RCFL can detect as low 50 CFU/mL aeruginosa. whole process be finished within one hour with satisfied specificity. also shows good...

10.1038/s41598-023-45766-0 article EN cc-by Scientific Reports 2023-11-06

Acinetobacter baumannii has become one of the most challenging conditional pathogens in health facilities. It causes various infectious diseases humans, such as wound or urinary tract infections and pneumonia. Phage therapy been used an alternative strategy for antibiotic-resistant A. approved by several governments. Previously, we have reported two potential phage candidates, Abp1 Abp9, both which are narrow-host-range phages. In present study, screened isolated 22 bacteriophages from...

10.1038/s41598-022-26696-9 article EN cc-by Scientific Reports 2023-01-05

Chronic kidney disease (CKD) is a prevalent renal disorder with various risk factors. Emerging evidence indicates that the transcriptional factor CCAAT/enhancer binding protein alpha (C/EBPα) may be associated fibrosis. However, precise role of C/EBPα in CKD progression remains unexplored. We investigated involvement using two distinct mouse models induced by folic acid (FA) and unilateral ureteral obstruction (UUO). Additionally, we used RNA sequencing KEGG analysis to identify potential...

10.1016/j.bbadis.2024.167039 article EN cc-by-nc Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease 2024-01-27

This letter proposes a high-accuracy deep back-projection CNN (DBPCNN)-based propagation model for radio wave prediction in long guiding structures such as tunnels. The integrates convolutional neural networks (CNNs) with deterministic models to accelerate channel simulations by leveraging coarse-mesh received signal strength (RSS) data. An error compensation mechanism is introduced using the optimization-based iterative (IBP) algorithm, enhancing accuracy and efficiency. proposed achieves...

10.1109/lawp.2023.3341882 article EN IEEE Antennas and Wireless Propagation Letters 2024-03-01

Hexavalent chromium (Cr (VI)), an anthropogenic heavy metal pollutant, is harmful to human beings, due its carcinogenicity. In this study, a tourmaline–biochar composite (TMBC) was synthesized remove Cr (VI) from aqueous solution. The effects of different ratios (TM:BC) and pyrolysis temperatures on TMBC adsorption performance were compared. samples characterized by X-ray diffraction (XRD), Fourier transform infrared (FTIR) scanning electron microscope–energy-dispersive spectrometry...

10.3390/atmos13101643 article EN cc-by Atmosphere 2022-10-09

Abstract Propagation models are essential for the prediction of received signal strength and planning wireless systems in a given environment. The vector parabolic equation (VPE) method has been widely applied to modelling radio wave propagation tunnels. However, carrying out simulations large‐scale environments is still computationally expensive. A convolutional neural network (CNN)‐based model, which can provide high‐fidelity based on results from low‐cost VPE simulations, proposed....

10.1049/mia2.12412 article EN cc-by-nc-nd IET Microwaves Antennas & Propagation 2023-10-11

The vector parabolic equation (VPE) method has proven to be a powerful numerical technique for high-fidelity propagation modeling in long guiding structures such as tunnels. However, applying VPE realistic large-scale environments remains difficult task due the requirement of high-performance computing resources. This paper proposes computationally efficient convolutional neural network model, which can compensate dispersion and provide received signal strength prediction based on results...

10.1109/ap-s/usnc-ursi47032.2022.9886516 article EN 2022 IEEE International Symposium on Antennas and Propagation and USNC-URSI Radio Science Meeting (AP-S/URSI) 2022-07-10

CRISPR based technologies have been used for fast and sensitive detection of pathogens. To test the possibility strategy in Pseudomonas aeruginosa infections, a combined method recombinase polymerase amplification followed by Cas12a-mediated via fluorescence reader or lateral flow biosensor (named Cas12a-RCF/L) has established this study. The Cas12a-RCF/L can detect as low 50 CFU/ml aeruginosa. whole process be finished within one hour with satisfied specificity. also shows good sensitivity...

10.2139/ssrn.4362601 article EN 2023-01-01

Background Red blood cell distribution width (RDW) reflects the heterogeneity of red volume, which variable (RBC). RDW has been proved as predictor mortality among several diseases. The purpose this study is to analyze relationship between and diabetic foot patients. Methods We first collect clinic data from public database MIMIC-III. Kruskal Wallis rank sum test was used association DF mortality, evaluate them. Univariate multivariate logistic regression analysis for determining risk...

10.1101/2024.09.25.24314391 preprint EN cc-by medRxiv (Cold Spring Harbor Laboratory) 2024-09-26

Diabetic kidney disease (DKD) is a prevalent and debilitating complication of diabetes characterized by progressive renal function decline lack effective treatment options. Here, we investigated the role transcription factor CCAAT/enhancer binding protein alpha (C/EBPα) in DKD pathogenesis. Analysis biopsy samples revealed increased C/EBPα expression patients with DKD. Using RNA sequencing proteomics, explored mechanisms through which contributes to Our findings demonstrated that exacerbated...

10.1038/s41420-024-02179-w article EN cc-by Cell Death Discovery 2024-10-23

Abstract To support the design and deployment of emerging high‐frequency wireless systems in various applications such as intelligent transportation, advanced received signal strength (RSS) simulation tools for radio coverage prediction are needed. In railway vector parabolic equation (VPE) method is a commonly used approach wave propagation modelling large guiding structures tunnels. However, running VPE simulations at high frequencies an environment computationally expensive,...

10.1049/ell2.12766 article EN cc-by Electronics Letters 2023-04-01

Abstract The vector parabolic equation (VPE) method has been widely applied to the modelling of radio wave propagation in tunnel environments. However, dense spatial discretizations are generally required for VPE simulations achieve acceptable accuracy. This results high computational costs large‐size tunnels and high‐frequency wireless systems. letter presents an efficient physics‐based recurrent neural network (RNN) model modeling tunnels. proposed RNN‐based can leverage coarse‐mesh...

10.1049/ell2.12789 article EN cc-by-nc Electronics Letters 2023-04-01

The vector parabolic equation (VPE) method is a promising tool for high-fidelity radio wave propagation modeling in large-scale guiding structures such as tunnels. However, simulation with VPE large distance still requires computing resources that can be practically prohibitive. This paper presents convolutional neural network (CNN) based model uses simulations low costs to provide received signal strength (RSS) prediction. performance of three CNN models (i.e., basic CNN, sub-pixel and...

10.1109/icct56141.2022.10072463 article EN 2022-11-11

Abstract Acinetobacter baumannii has become a challenging conditional pathogen. A. can lead to different infections, such as wound or urinary tract infections and pneumonia. As an alternative strategy for antibiotic-resistant phage therapy had been used approved by several governments . Previously we reported two potential candidates named Abp1 Abp9. In this study, wide host range lytic Abp95 were isolated sequenced. The biological characteristics of are also stuied. belongs the myoviridae...

10.21203/rs.3.rs-868784/v1 preprint EN cc-by Research Square (Research Square) 2021-11-11

Comparatists do not ordinarily recognize the fact that debates on comparative legal methodologies are always centered how to understand other systems. Partial and parochial views contained in existing studies reveal comparativists should have a cosmopolitan goal, which means avoid biases partialities when they examines systems from their own perspectives. The Cornell Common Core Project, carried out 1960s at Law School, serves as an excellent example of could pursue goal. factual method...

10.7574/cjicl.03.03.233 article EN Cambridge Journal of International and Comparative Law 2014-01-01
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