Bayesian optimized deep learning and ensemble classification approach for multiclass plant disease identification by Silpa Padmanabhuni, Pradeepini Gera

“…This design not only improves accuracy but also supports a more balanced and interpretable classification process. The model demonstrates significant potential for real-world agricultural applications, particularly where early and accurate disease detection is essential for timely intervention and improved crop management.…”
Get full text

WANG TILES LOCAL TILINGS CREATED BY MERGING EDGE-COMPATIBLE FINITE ELEMENT MESHES by Lukáš Zrůbek, Anna Kučerová, Martin Doškář

“…In this contribution, we present the concept of Wang Tiles as a surrogate of the periodic unit cell method (PUC) for modelling of materials with heterogeneous microstructures and for synthesis of micro-mechanical fields. …”
Get full text

Between Hammers and Anvils: the Socialization of European Permanent Representatives Romania and Bulgaria – a comparative Case Study by Neculai-Cristian Şurubaru

“…It is important to look at these countries as a potential model of comparison between Member States, in how they integrate in the multi-level diplomatic layers in Brussels.…”
Get full text

Sales Oddity: Milano 2 and the Politics of Direct-to-Home TV Urbanism by Andrés Jaque

“…With a population of ten thousand inhabitants concentrated in an urban isolated land a ten-minute drive from the centre of the capital of Lombardy, Milano 2 s main objective was to segregate the “Number Ones” – the sector of the population with the highest consumption capacity – in an environment where their shopping could be controlled by Edilnord. This model of urban development took place in transmedia layers and, as a case study, it allows detecting what the geographies on which architecture acquires relevance in the everyday construction of power are like.…”
Get full text

Family based care as an alternative care option by Anuja Bansal

“…The family takes collective decisions which allow every child in the family to participate in the decision-making process. FBC is a time tested successful approach as it involves these multiple layers of social security along with adequate checks and balances. …”

Revegetation drives the accrual and stabilization of organic carbon in biocrusts and subsoils in the Tengger Desert, north China by Xiaojun Li, Qun Guo, Rongliang Jia, Yanhong Gao

Get full text

NPI-WGNN: A Weighted Graph Neural Network Leveraging Centrality Measures and High-Order Common Neighbor Similarity for Accurate ncRNA–Protein Interaction Prediction by Fatemeh Khoushehgir, Zahra Noshad, Morteza Noshad, Sadegh Sulaimany

“…Predicting ncRNA–protein interactions (NPIs) is essential for understanding regulatory roles in cellular processes and disease mechanisms, yet experimental methods are costly and time-consuming. …”
Get full text

Synthesis and characterization of CuFe2O4/NiMgAl-LDH composite for the efficient removal of oxytetracycline antibiotic by Jamiu O. Eniola, Rajeev Kumar, Olfat A. Mohamed, A.A. Al-Rashdi, M.A. Barakat

“…In this study, a modified copper ferrite/NiMgAl layered double hydroxide (CuFe2O4/NiMgAl-LDH) composite was developed for the adsorptive removal of oxytetracycline hydrochloride (OTC) antibiotic from aqueous solution. …”
Get full text

Failure and constitutive behavior of a Li-ion pouch cell under mechanical loading by Andreas Trondl, Benjamin Schaufelberger, Thomas Kisters, Clemens Fehrenbach, Anja Steiert, Dong-Zhi Sun

“…It could be concluded that for a physical based modeling of the deformation and fracture processes within the cell, understanding the mechanical behavior on component and on cell level is crucial.…”
Get full text

An EWS-LSTM-Based Deep Learning Early Warning System for Industrial Machine Fault Prediction by Fabio Cassano, Anna Maria Crespino, Mariangela Lazoi, Giorgia Specchia, Alessandra Spennato

“…This research details the creation and evaluation of an EWS that incorporates deep learning methods, particularly using Long Short-Term Memory (LSTM) networks enhanced with attention layers to predict critical machine faults. The proposed system is designed to process time-series data collected from an industrial printing machine’s embosser component, identifying error patterns that could lead to operational disruptions. …”
Get full text

SUPERMAGOv2: Protein Function Prediction via Transformer Embeddings and Bitscore-Weighted Features by Gabriel Bianchin de Oliveira, Helio Pedrini, Zanoni Dias

“…Our machine learning-based model (SUPERMAGOv2) utilizes transformer-based backbones to extract features from multiple layers, which are then processed by six multilayer perceptrons that incorporate a novel bitscore-weighted input derived from DIAMOND alignments, and by an image classification model that converts the extracted feature vectors into images. …”
Get full text

The art of deception: The trade-off between the information distortion and perception of FDI location attractiveness by Katarzyna Mroczek-Dąbrowska, Dawid Cherubin, Aleksandra Kania

“…Implications & Recommendations: Our model suggests that the factors influencing FDI location perceptions create a dynamic, interconnected network of several interdependent layers that make FDI location selection challenging. …”
Get full text

Changes in the functional activity of thrombocytes in rats with experimental disruption of the periodontal connective tissue by V. F. Cheremisina

“…Dilatation of small capillaries in the connective tissue layers and in some preparations microvascular congestion were observed which indicated a violation of blood microcirculation, failure of repair regulatory mechanisms and the pathological process’s reaching the systemic level. …”
Get full text

Time-lapse imaging of the dynamics of CNS glial-axonal interactions in vitro and ex vivo. by Kalliopi Ioannidou, Kurt I Anderson, David Strachan, Julia M Edgar, Susan C Barnett

“…<h4>Background</h4>Myelination is an exquisite and dynamic example of heterologous cell-cell interaction, which consists of the concentric wrapping of multiple layers of oligodendrocyte membrane around neuronal axons. …”
Get full text

Multi-Channel Electrical Discharge Machining of Ti-6Al-4V Enabled by Semiconductor Potential Differences by Xuyang Zhu, Tao Wei, Sipei Li, Guangxian Li, Songlin Ding

“…The results demonstrate that the bulk resistance of silicon is the main mechanism for generating multi-channel discharges. This process efficiently disperses the discharge energy of the single discharge pulse, resulting in smaller craters, smoother machined surfaces, and shallower recast layers and HAZ.…”
Get full text

Temporal multiomics gene expression data of human embryonic stem cell-derived cardiomyocyte differentiation by Abdurrahman Keskin, Hani J. Shayya, Dario Sirabella, Achchhe Patel, Barbara Corneo, Marko Jovanovic

“…Abstract Human embryonic stem cells (hESCs) serve as a valuable in vitro model for studying early human developmental processes due to their ability to differentiate into all three germ layers. …”
Get full text

Field Measurement and Numerical Simulation of Train-Induced Vibration from a Metro Tunnel in Soft Deposits by Qiang Huang, Pan Li, Dongming Zhang, Hongwei Huang, Feng Zhang

“…Measurement results indicate that high-frequency contents (>500 Hz) attenuate rapidly in the propagation process; the dominant frequency of the rail concentrates in the middle- and high-frequency bands, about 25–400 Hz and 1000–1500 Hz, while the frequencies of the track bed, soil layers, and ground surface drop to below 400, 200, and 100 Hz, respectively. …”
Get full text

Post-Disaster Building Damage Segmentation Using Convolutional Neural Networks by Revaldi Rahmatmulya, Agung Teguh Wibowo Almais, Mokhamad Amin Hariyadi

“…The model evaluation process will employ Mean Intersection over Union (MIoU) to assess how closely the segmentation prediction results resemble the original data. …”
Get full text

Numerical Simulation of Ore Particle Flow Behaviour through a Single Drawpoint under the Influence of a Flexible Barrier by Qingfa Chen, Shikang Qin, Qinglin Chen

“…A numerical simulation of the ore particle flow behaviour through a single drawpoint under the influence of a flexible barrier was performed; following which, a visualization of the change process in the marked layers, draw column, flexible barrier, and cavity was obtained. …”
Get full text

Facile Synthesis and Characterization of Novel Analcime@Calcium Aluminate@Polyethylene Glycol 400 Nanocomposite for Efficient Removal of Zn(II) Ions from Aqueous Media by Ehab A. Abdelrahman, Abdulrahman G. Alhamzani, Mortaga M. Abou-Krisha, Fawaz A. Saad, Abdalla M. Khedr

“…Kinetic modeling confirmed that adsorption followed the pseudo-second-order model, while isotherm studies demonstrated adherence to the Langmuir model, indicating monolayer adsorption on homogeneous sites.…”
Get full text