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  • Open Access

    ARTICLE

    ELM-APDPs: An Explainable Ensemble Learning Method for Accurate Prediction of Druggable Proteins

    Mujeebu Rehman1, Qinghua Liu1, Ali Ghulam2, Tariq Ahmad3, Jawad Khan4,*, Dildar Hussain5,*, Yeong Hyeon Gu5

    CMES-Computer Modeling in Engineering & Sciences, Vol.145, No.1, pp. 779-805, 2025, DOI:10.32604/cmes.2025.067412 - 30 October 2025

    Abstract Identifying druggable proteins, which are capable of binding therapeutic compounds, remains a critical and resource-intensive challenge in drug discovery. To address this, we propose CEL-IDP (Comparison of Ensemble Learning Methods for Identification of Druggable Proteins), a computational framework combining three feature extraction methods Dipeptide Deviation from Expected Mean (DDE), Enhanced Amino Acid Composition (EAAC), and Enhanced Grouped Amino Acid Composition (EGAAC) with ensemble learning strategies (Bagging, Boosting, Stacking) to classify druggable proteins from sequence data. DDE captures dipeptide frequency deviations, EAAC encodes positional amino acid information, and EGAAC groups residues by physicochemical properties to generate… More >

  • Open Access

    PROCEEDINGS

    Transition from Crack-Type to Spall-Type Failure Mode in Interfacial Debonding Under Tensile Loading

    Meng Wang1, Jay Fineberg2, Alan Needleman3,*

    The International Conference on Computational & Experimental Engineering and Sciences, Vol.33, No.4, pp. 1-1, 2025, DOI:10.32604/icces.2025.011000

    Abstract Brittle materials fail by means of rapid cracks. At their tips, tensile cracks dissipate elastic energy stored in the surrounding material to create newly fractured surfaces, precisely maintaining 'energy balance' by exactly equating the energy flux with dissipation. Using energy balance, fracture mechanics perfectly describes crack motions; accelerating from nucleation to their maximal speed of cR, the Rayleigh wave speed. A tensile crack speed greater than cR is generally considered impossible [1]. Recently, a new mode of tensile crack propagation faster than cR that is not incorporated in classical fracture mechanics has been predicted in… More >

  • Open Access

    PROCEEDINGS

    A Phase Field Model for Spalling Failure Due to Rolling Contact Fatigue

    Zheng Zhang1, Gan-Yun Huang1,*, Fei Shen1,2, Liao-Liang Ke1

    The International Conference on Computational & Experimental Engineering and Sciences, Vol.33, No.4, pp. 1-2, 2025, DOI:10.32604/icces.2025.010965

    Abstract Rolling element bearings are critical components in modern industrial machinery, with rolling contact fatigue (RCF) emerging as the predominant failure mode even under optimal installation, lubrication, and maintenance conditions [1–5]. In the paper, a phase field model coupling plasticity and fatigue is developed to investigate spalling behavior under RCF loading. Fatigue crack nucleation, propagation, and bifurcation can be effectively predicted using the phase field model based on theories of energy minimization [6–8]. A numerical framework is established by using the finite element method with an explicit integration scheme. The subsurface initiated spalling, the crack evolution, More >

  • Open Access

    PROCEEDINGS

    Phase Field Crystal Simulation of Mechanical Properties and Grain Boundary Evolution of Complex Concentration Alloys

    Xiaoai Yi, Jia Li*, Qihong Fang*

    The International Conference on Computational & Experimental Engineering and Sciences, Vol.33, No.4, pp. 1-1, 2025, DOI:10.32604/icces.2025.010725

    Abstract The complex concentration alloys are considered to have excellent mechanical properties due to the combined effects of heterogeneous composition and microstructure. However, it is difficult for existing simulation methods to capture the significant modulation of mechanical properties by the formation and motion of grain boundaries of complex concentration alloys at the microsecond and nanometer scales. To address this, we utilize the phase field crystal model that combines molecular dynamics and traditional phase field advantages to systematically study real-time grain boundary formation and motion in complex concentration alloys [1]. Meanwhile, we investigated the compositional fluctuations of More >

  • Open Access

    ARTICLE

    Relationship between Chinese Medical Students’ Perceived Stress and Short-Form Video Addiction: A Perspective Based on the Multiple Theoretical Frameworks

    Zhi-Yun Zhang1,*, Yaqiong Wu1, Chenshi Deng2, Peng Wang3, Weiguaju Nong4,*

    International Journal of Mental Health Promotion, Vol.27, No.10, pp. 1533-1551, 2025, DOI:10.32604/ijmhp.2025.070883 - 31 October 2025

    Abstract Objectives: Medical students often rely on recreational internet media to relieve the stress caused by immense academic and life pressures, and among these media, short-form videos, which are an emerging digital medium, have gradually become the mainstream choice of students to relieve their stress. However, the addiction caused by their usage has attracted the widespread attention of both academia and society, which is why the purpose of this study is to systematically explore the underlying mechanisms that link perceived stress, entertainment gratification, emotional gratification, short-form video usage intensity, and short-form video addiction based on multiple… More >

  • Open Access

    ARTICLE

    Effects of Three Various Frequencies of 24-Form Tai Chi on Anxiety and Depression Symptoms in College Students

    Yumeng Kong*, Xuesong Guo, Yifei Wang

    International Journal of Mental Health Promotion, Vol.27, No.10, pp. 1577-1594, 2025, DOI:10.32604/ijmhp.2025.069985 - 31 October 2025

    Abstract Background: Anxiety and depression are prevalent among university students, calling for effective non-pharmacological interventions. Tai Chi shows potential in reducing these symptoms, but research on its effects at different frequencies in younger populations is limited. This study compared the impacts of high-(5 sessions/week), medium-(3 sessions/week), and low-frequency (2 sessions/week) 24-form Tai Chi on college students’ anxiety/depression, versus a control group. Methods: A randomized controlled trial (RCT) included 120 university students with mild-to-moderate anxiety/depression, randomly assigned to 4 groups (30 each). The 8-week intervention used the Self-Rating Anxiety Scale (SAS) and Self-Rating Depression Scale (SDS) for… More >

  • Open Access

    ARTICLE

    Mycorrhizal Fertilizer Enhances Lettuce Growth and Vitamin C in Semi-Arid Conditions

    Ceren Ayşe Bayram*

    Phyton-International Journal of Experimental Botany, Vol.94, No.10, pp. 3283-3295, 2025, DOI:10.32604/phyton.2025.073047 - 29 October 2025

    Abstract In semi-arid regions where climatic limitations hinder open-field vegetable production, greenhouse-based lettuce (Lactuca sativa L.) cultivation plays a vital role in ensuring off-season supply. In this study, the potential of sustainable input combinations was evaluated to enhance lettuce productivity, quality, and profitability under unheated greenhouse conditions in Southeastern Türkiye. Treatments included farmer practice and a mycorrhizal biofertilizer (ERS, a water-soluble arbuscular mycorrhizal fungus product) applied alone or in combination with organic-based biostimulants (IS and NM). Evaluated parameters were plant height, leaf pigmentation (a*, h°), SPAD values, vitamin C, nitrogen and phosphorus content, and gross margin. The More >

  • Open Access

    ARTICLE

    Effects of Different Irrigation Regimes and Biochar Applications on Pollen and Anther Development in Capsicum annuum Plant

    Başak Müftüoğlu, Sevinç Başay*

    Phyton-International Journal of Experimental Botany, Vol.94, No.10, pp. 3217-3229, 2025, DOI:10.32604/phyton.2025.071755 - 29 October 2025

    Abstract Water scarcity is an escalating global challenge that severely threatens productivity and reproductive success in crops, particularly in drought-sensitive species such as Capsicum annuum L. Although deficit irrigation strategies are widely recommended to enhance water use efficiency, knowledge remains limited regarding their interactions with soil amendments such as biochar and the consequent impacts on reproductive traits. This study aimed to evaluate the combined effects of deficit irrigation strategies and biochar application on pollen viability and morphology in Capsicum annuum. The experiment was conducted under full, partial, and deficit irrigation regimes with and without biochar treatment, following a… More >

  • Open Access

    ARTICLE

    Multi-Environment Evaluation of Soybean Genotypes for Yield, Stability, and Trait Associations in Croatia

    Ivica Delic1, Goran Jukic2, Ivan Varnica2, Valentina Spanic3,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.10, pp. 3189-3203, 2025, DOI:10.32604/phyton.2025.070489 - 29 October 2025

    Abstract This study evaluated agro-morphological traits, grain quality traits, and phenotypic stability of nine soybean genotypes across four environments over two growing seasons (2022–2023). Traits such as days to flowering, days to maturity, and disease symptoms were monitored throughout the season. At maturity, parameters including grain yield, grain oil and protein content, 1000-seed weight, test weight, scores of lodgings, shattering, plant height, and first pod height were evaluated. In addition, 18 morphological traits were scored, of which eight were sufficiently variable for further analysis. In terms of environmental stability, genotypes 2 and 13 excelled, while genotypes… More >

  • Open Access

    REVIEW

    Fault-Induced Floor Water Inrush in Confined Aquifers under Mining Stress: Mechanisms and Prevention Technologies—A State-of-the-Art Review

    Zhengzheng Cao1,2,3, Fangxu Guo1, Wenqiang Wang2,3,4,*, Feng Du2,3,4, Zhenhua Li2,3,4, Shuaiyang Zhang1, Qixuan Wang1, Yongzhi Zhai1

    FDMP-Fluid Dynamics & Materials Processing, Vol.21, No.10, pp. 2419-2442, 2025, DOI:10.32604/fdmp.2025.070624 - 30 October 2025

    Abstract With the depletion of shallow mineral resources, mining operations are extending to greater depths and larger scales, increasing the risk of water inrush disasters, particularly from confined aquifers intersected by faults. This paper reviews the current state of research on fault-induced water inrushes in mining faces, examining the damage characteristics and permeability of fractured floor rock, the mechanical behavior of faults under mining stress, and the mechanisms driving water inrush. Advances in prevention technologies, risk assessment, and prediction methods are also summarized. Research shows that damage evolution in fractured floor rock, coupled with fluid-solid interactions,… More > Graphic Abstract

    Fault-Induced Floor Water Inrush in Confined Aquifers under Mining Stress: Mechanisms and Prevention Technologies—A State-of-the-Art Review

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