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  • Open Access

    ARTICLE

    Artificial Neural Network Model for Thermal Conductivity Estimation of Metal Oxide Water-Based Nanofluids

    Nikhil S. Mane1, Sheetal Kumar Dewangan2,*, Sayantan Mukherjee3, Pradnyavati Mane4, Deepak Kumar Singh1, Ravindra Singh Saluja5

    CMC-Computers, Materials & Continua, Vol.86, No.1, pp. 1-16, 2026, DOI:10.32604/cmc.2025.072090 - 10 November 2025

    Abstract The thermal conductivity of nanofluids is an important property that influences the heat transfer capabilities of nanofluids. Researchers rely on experimental investigations to explore nanofluid properties, as it is a necessary step before their practical application. As these investigations are time and resource-consuming undertakings, an effective prediction model can significantly improve the efficiency of research operations. In this work, an Artificial Neural Network (ANN) model is developed to predict the thermal conductivity of metal oxide water-based nanofluid. For this, a comprehensive set of 691 data points was collected from the literature. This dataset is split More >

  • Open Access

    ARTICLE

    Multiaxial Fatigue Life Prediction of Metallic Specimens Using Deep Learning Algorithms

    Jing Yang1, Zhiming Liu1,*, Xingchao Li2, Zhongyao Wang3, Beitong Li1, Kaiyang Liu1, Wang Long4

    CMC-Computers, Materials & Continua, Vol.86, No.1, pp. 1-18, 2026, DOI:10.32604/cmc.2025.068353 - 10 November 2025

    Abstract Accurately predicting fatigue life under multiaxial fatigue damage conditions is essential for ensuring the safety of critical components in service. However, due to the complexity of fatigue failure mechanisms, achieving accurate multiaxial fatigue life predictions remains challenging. Traditional multiaxial fatigue prediction models are often limited by specific material properties and loading conditions, making it difficult to maintain reliable life prediction results beyond these constraints. This paper presents a study on the impact of seven key feature quantities on multiaxial fatigue life, using Convolutional Neural Networks (CNN), Long Short-Term Memory Networks (LSTM), and Fully Connected Neural… More >

  • Open Access

    ARTICLE

    Bismuth Silver Sulfide (AgBiS2) Nanoparticle-Modified SPEs Enabling Concurrent Lead and Cadmium Analysis

    Wenwen Zhang*, Changgui Lei

    Chalcogenide Letters, Vol.22, No.12, pp. 1031-1045, 2025, DOI:10.15251/CL.2025.2212.1031 - 08 December 2025

    Abstract The development of quick, accurate, and field-deployable detection techniques is required due to the growing environmental pollution caused by heavy metals, especially lead (Pb) and cadmium (Cd). In this work, bismuth silver sulfide (AgBiS2) nanoparticles are synthesized using a simple hydrothermal method aided by biomolecules, and they are used as a new modifier forPb(II) and Cd(II) simultaneous electrochemical detection using screen-printed electrodes (SPEs). After thorough material characterisation, pure, highly crystalline, quasi-spherical AgBiS2 nanoparticles produced with an average diameter of around 20 nm. The AgBiS2/SPE sensor demonstrated a threefold decrease in charge transfer resistance, indicating a considerable improvement More >

  • Open Access

    ARTICLE

    Melatonin Priming Enhances Potassium Dichromate Stress Tolerance and Morpho-Physiological Performance via Genetic Modulation in Melon (Cucumis melo L.) Plant

    Tai Liu1,#, Huichun Xu1,#, Sikandar Amanullah2,*, Ye Che1, Ling Zhang1, Zeyu Jiang1, Weiyi Bi1, Lei Zhu1, Di Wang1,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.12, pp. 4117-4137, 2025, DOI:10.32604/phyton.2025.074131 - 29 December 2025

    Abstract Heavy metal accumulation in agricultural soil is primarily driven by pesticides, polluted water, and industrial gas emissions, which pose threats to sustainable crop production. Chromium (Cr) stress has an adverse impact on plant development and metabolism, but approaches to reduce its toxicity and enhance plant resistance remain limited. Melatonin is a potent antioxidant involved in regulating various morpho-physiological functions of plants under different abiotic stresses. In this study, we investigated the impact of exogenous melatonin to mitigate the negative effects of potassium dichromate (PD) stress in melon plants and analyzed genetic modulation of morphological, physiological,… More >

  • Open Access

    ARTICLE

    Effects of Mineral and Organic Fertilizers on Potato Yield, Soil Fertility, and Metal Accumulation in a Semi-Arid Field Trial

    Abd Al Karim Jaafar1, Suleiman Salim1, Dema Altheb1, Mukhtar Iderawumi Abdulraheem2,3, Andrés Rodríguez-Seijo4,5,*

    Phyton-International Journal of Experimental Botany, Vol.94, No.12, pp. 3945-3960, 2025, DOI:10.32604/phyton.2025.072520 - 29 December 2025

    Abstract The use of organic fertilizers can be an opportunity to increase crop yield and improve soil fertility in semi-arid regions, since soils from these regions usually have unfavourable conditions for plant growth. This research investigates the effects of organic and mineral fertilization on the impact of soil properties (pH, electrical conductivity and organic matter), availability of macro- (N, P and K), micro-nutrients (Fe, Mn, Cu and Zn) and the accumulation of heavy metals (Pb, Cd, Cr) in soil and potato tubers grown under semiarid conditions. A field experiment was conducted in Raqqa Governorate (Syria) using… More >

  • Open Access

    ARTICLE

    Performance Evaluation of Hierarchically Structured Superhydrophobic PVDF Membranes for Heavy Metals Removal via Membrane Distillation

    Pooja Yadav1,*, Ramin Farnood2, Vivek Kumar1,*

    Journal of Polymer Materials, Vol.42, No.4, pp. 1181-1197, 2025, DOI:10.32604/jpm.2025.072564 - 26 December 2025

    Abstract Heavy metal contamination in water sources is a widespread global concern, particularly in developing nations, with various treatment approaches under extensive scientific investigation. In the present study, we fabricated electrospun composite polyvinylidene fluoride (PVDF) nanofibrous membranes exhibiting hierarchical surface roughness and superhydrophobicity for the removal of heavy metal ions via vacuum membrane distillation (VMD) process. The membranes were prepared by incorporating optimized dosing of silica nanoparticles, followed by a two-step membrane modification approach. These membranes exhibited notable characteristics, including elevated water contact angle (152.8 ± 3.2°), increased liquid entry pressure (127 ± 6 kPa), and… More > Graphic Abstract

    Performance Evaluation of Hierarchically Structured Superhydrophobic PVDF Membranes for Heavy Metals Removal via Membrane Distillation

  • Open Access

    ARTICLE

    Synthesis and Application of Activated Charcoal from Indonesian Sugar Palm Bunches (Arenga longipes) as a Potential Absorbent for Heavy Metals

    Luthfi Hakim1,*, Yunida Syafriani Lubis2, Apri Heri Iswanto1, Harisyah Manurung1, Jayusman2, Widya Fatriasari3, Petar Antov4, Tomasz Rogoziński5, Lee Seng Hua6, Nur Izyan Wan Azelee7

    Journal of Renewable Materials, Vol.13, No.12, pp. 2355-2373, 2025, DOI:10.32604/jrm.2025.02025-0078 - 23 December 2025

    Abstract Activated charcoals were synthesized from sugar palm bunches (SPB) of the native tree of Arenga longipes in Indonesia. The synthesized activated charcoal (AC) was characterized, and utilized as an absorbent for heavy metals (lead/Pb and copper/Cu) through thermal activation. The synthesis of AC was accomplished through furnace activation at temperatures of 500°C, 600°C, 700°C, and 800°C. Acid chlorides were blended with the SPB-AC samples at 5% impregnation level and subsequently subjected to washing for activation, resulting in the elimination of volatile substances and ash content, which facilitates the development of a porous structure in the activated… More >

  • Open Access

    ARTICLE

    Half-metallicity and structural properties of low-concentration Fe-doped SrS alloys: a first-principles study

    S. Saleema, U. Parveena, H. AL-Ghamdib,*, M. Yaseena, I. Sajjada, Nasarullaha

    Chalcogenide Letters, Vol.22, No.3, pp. 223-237, 2025, DOI:10.15251/CL.2025.223.223

    Abstract Present research reveals the doping effect on physical properties of Sr1-xFexS by employing ab-initio calculations. The negative formation energy and optimization outcomes exhibit the stability of the Sr1-xFexS alloys with ferromagnetic phase. Spin dependent band structure (BS) and density of states (DOS) interpret that Sr1-xFexS revealed half metallic ferromagnetic (HMF) nature at 6.25% and 12.5% of Fe doping while metallic character is revealed at 25% concentration of dopant. Spin-up state of Sr0.9375Fe0.0625S and Sr0.8750Fe0.1250S depicts semiconductive behavior with bandgap value of 2.01/2.33 eV, correspondingly, while metallic in spin-down channel. The magnetism in the system is mainly originated because… More >

  • Open Access

    ARTICLE

    Synthesis of MoS2/Fe3O4 composites for the detection of liver cancer biomarker alpha-fetoprotein

    C. B. Cuia,b, G. C. Yangb, Z. Zhanga,, X. J. Wangc,

    Chalcogenide Letters, Vol.22, No.6, pp. 507-520, 2025, DOI:10.15251/CL.2025.226.507

    Abstract This research introduces an innovative aptasensor for detecting alpha-fetoprotein with exceptional sensitivity and specificity, employing a novel MoS2/Fe3O4 composite fabricated through an advanced in-situ growth methodology. The composite exhibited a hierarchical flower-like structure with uniformly distributed Fe3O4 nanoparticles, confirmed by SEM, XRD, and Raman spectroscopy. The MoS2/Fe3O4 composite demonstrated a 66% increase in surface area (7.16 m²/g) compared to pristine MoS2, enhancing aptamer immobilization and electron transfer efficiency. Electrochemical characterization revealed a significant increase in interfacial resistance upon AFP binding, with a detection limit of 0.3 pg/mL and a dual linear range of 0.001–0.1 ng/mL and 0.1–100 More >

  • Open Access

    ARTICLE

    Adsorption behavior and mechanism of heavy metal ions from acid mine drainage using two-dimensional MoS2 nanosheets

    K. Wanga,b,*, G. L. Lianc, Y. F. Qiaod

    Chalcogenide Letters, Vol.22, No.10, pp. 889-904, 2025, DOI:10.15251/CL.2025.2210.889

    Abstract The remediation of acid mine drainage (AMD), characterized by its high concentrations of toxic metal ions and low pH, presents a significant environmental challenge. In this study, exfoliated two-dimensional MoS nanosheets were prepared using a liquid-phase ultrasonication method and evaluated for their efficiency in removing Cd²⁺, Cu²⁺, and Pb²⁺ from aqueous solutions. Detailed structural and morphological analyses confirmed that the exfoliation process significantly enhanced surface area, pore volume, and exposure of reactive sulfur sites. Through isotherm and kinetic modeling analyses, the adsorption behavior was found to align with the Langmuir model and pseudo-second-order kinetic equation, which implies More >

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