Anyang Institute of Technology

Machine Learning in Amyloidogenic Polypeptide Research: From Sequence Prediction to Drug Discovery

Abstract Over the past decade, machine learning (ML) has established a transformative paradigm for investigating amyloidogenic polypeptides. Characterized by their propensity to form ordered, β-sheet-rich fibrillar aggregates, these polypeptides are centrally implicated in the pa...

Atomic-Scale Insights into Termination-Dependent Interfacial Electronic Properties and Charge Transfer at MAPbI3/Rare-Earth Oxide (CeO2, La2O3) Heterojunctions

This study combines first-principles calculations with experimental investigations to elucidate the interfacial mechanisms of heterojunctions formed between MAPbI3 and rare-earth oxides (CeO2 and La2O3). For the MAPbI3/CeO2 and MAPbI3/La2O3 systems, four interfacial configuration...

Multi-objective optimization of gradient porosity gas diffusion layer of PEMFC with metal foam flow fields by LBM and AI-MOO

A gas diffusion layer (GDL) with a porosity gradient has been widely recognized as an effective approach to enhancing the performance of proton exchange membrane fuel cells (PEMFCs). However, research on gradient porosity GDL structures for PEMFCs with metal foam flow field (MFFF...

Factors Associated with University EFL Students' Willingness to Communicate: A Systematic Review

Willingness to communicate (WTC) is central to whether learners use English when communication opportunities arise. This systematic review synthesized empirical evidence on the methodological characteristics, geographic and educational contexts, and factors associated with univer...

Factors Associated with University EFL Students' Willingness to Communicate: A Systematic Review

Willingness to communicate (WTC) is central to whether learners use English when communication opportunities arise. This systematic review synthesized empirical evidence on the methodological characteristics, geographic and educational contexts, and factors associated with univer...

Habitat-Associated Variation in Dietary Composition, Gut Microbiota, and Muscle Nutritional Characteristics of Hemibagrus guttatus in a Dam-Regulated River

Hydropower regulation can alter riverine habitats and potentially influence fish diet, gut microbiota, and nutritional characteristics. In this study, upstream and downstream populations of Hemibagrus guttatus (H. guttatus) were investigated in a dam-regulated reach of the Hongsh...

A contrastive learning framework with HuBERT for violin music emotion recognition

Music emotion recognition (MER) is essential for affective computing and intelligent recommendation, yet solo instrumental music—particularly violin performance—remains underexplored due to the absence of lyrics, the subtlety of emotional expression, and the lack of dedicated dat...

Socioeconomic determinants of HIV prevalence among women in Eswatini: A cross-sectional study

Eswatini records the world's highest HIV burden, with female HIV prevalence markedly elevated compared to males. Understanding the socioeconomic structural drivers of this epidemic is essential for evidence-based prevention policy. This cross-sectional longitudinal study used sec...

Green Fabricationof Ultradurable Brass-Armored SuperhydrophobicSurfaces: Application in Liquid Transport for Water–Air Systems

Abstract An armored superhydrophobic surface was successfully fabricated on a brass mesh via an ultrasonically assisted etching process in dilute nitric acid and subsequent oxidation and growth of a hydrophobic infilling structure in an aqueous sodium laurate solution. The result...