Calibrating calving parameterizations using graph neural network emulators: application to Helheim Glacier, East Greenland by Y. Koo, Y. Koo, Y. Koo, G. Cheng, M. Morlighem, M. Rahnemoonfar, M. Rahnemoonfar

“…An accurate representation of this process in ice sheet numerical models is critical to better predict the future response of the ice sheet to climate change. …”
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Modulation Assessment With IQD Correction for Two-Way Sequential AAF Relaying Transmissions by Hala Mostafa, Mohamed Marey, Khaled Mohamad Almustafa, Juliano Katrib

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Energy consumption model with real-time data for driving range extension of electric buses by Yunus Emre Ekici, Ahmet Arif Aydin, Teoman Karadağ, Ozan Akdağ, Abdullah Ateş

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An Explanatory Study on User Behavior in Discovering Aggregated Multimedia Web Content by Abdur Rehman Khan, Umer Rashid, Naveed Ahmed

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An advanced fire detection system for assisting visually challenged people using recurrent neural network and sea-horse optimizer algorithm by Fahd N. Al-Wesabi, Abeer A. K. Alharbi, Ishfaq Yaseen

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Deep Learning-Based MRI Brain Tumor Segmentation With EfficientNet-Enhanced UNet by Pradeep Kumar Tiwary, Prashant Johri, Alok Katiyar, Mayur Kumar Chhipa

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4D trajectory lightweight prediction algorithm based on knowledge distillation technique by Weizhen Tang, Jie Dai, Zhousheng Huang, Boyang Hao, Weizheng Xie

“…IntroductionTo address the challenges of current 4D trajectory prediction—specifically, limited multi-factor feature extraction and excessive computational cost—this study develops a lightweight prediction framework tailored for real-time air-traffic management.MethodsWe propose a hybrid RCBAM–TCN–LSTM architecture enhanced with a teacher–student knowledge distillation mechanism. …”
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Electric field assisted reduction of NOx emission: A numerical study by Sheikh F. Ahmed, Ali Charchi Aghdam, Jackson Pleis, Robert Geiger, Tanvir I. Farouk

“…The paper reports simulation results on the influence of a direct-current driven radial electric field on the emission characteristics; especially NOx and CO of a premixed methane/air laminar jet flame. A multi-physics computational model is developed in the OpenFOAM framework to simulate electric-field-coupled premixed combustion process. …”
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Lightweight CNN-based seizure classification via leveraging chimera states in iEEG recordings by Fatemeh Azad, Saeed Bagheri Shouraki, Soheila Nazari, Mansun Chan

“…In this study, we propose the Chimera Synchronization Matrix-based Network (CSMNet), a novel algorithm that transforms iEEG signals into 2D images, capturing spatial-temporal dynamics with reduced computational complexity. These images are processed by a streamlined convolutional neural network (CNN) framework, which classifies iEEG recordings into pre-ictal, ictal, and post-ictal events with robust patient-independent performance. …”
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USE OF INTEGRATED DIFFUSION-WEIGHTED MAGNETIC-RESONANCE IMAGING IN PRE-OPERATIVE EVALUATION OF RESECTABILITY OF ADVANCED OVARIAN CANCER by A. E. Solopova, S. K. Ternovoy, V. I. Alipov, A. D. Makatsariya

“…The DW-MRI test was run using a 1,5 T scanner (b-factors of 0-1000 s/mm2) able to compute the apparent diffusion coefficient (ADC). …”
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Lean Blow-Out analysis for the performance assessment of advanced burner designs operating under CO2-diluted air conditions using a high-fidelity CFD approach by Gianmarco Lemmi, Simone Castellani, Roberto Meloni, Sofia Galeotti, Antonio Andreini

“…Overcoming these challenges requires the development of novel technical solutions aimed at enhancing combustor performance under high EGR rates.Computational Fluid Dynamics (CFD) is crucial in this endeavour offering detailed analysis of intricate flow behaviours, mixing process dynamics, flame structures, and stability thresholds within the combustor. …”
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Spatial–Spectral Hierarchical Multiscale Transformer-Based Masked Autoencoder for Hyperspectral Image Classification by Haipeng Liu, Zhen Ye, Wen-Shuai Hu, Zhan Cao, Wei Li

“…First, after the spatial–spectral feature embedding with a spatial–spectral feature extraction module, to solve the increased computational complexity caused by filling invisible patches in traditional masked autoencoder (MAE), the grouped window attention module is introduced to process only the visible patches of HSIs during spatial–spectral reconstruction, avoiding unnecessary computations for masked ones. …”
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An improved permeability estimation model using integrated approach of hybrid machine learning technique and Shapley additive explanation by Christopher N. Mkono, Chuanbo Shen, Alvin K. Mulashani, Patrice Nyangi

“…Additionally, the GMDH-DE demonstrated a 41% reduction in processing time compared to GMDH and RF. The model was also used to predict the permeability of the Mita Gamma well in the Mandawa basin, Tanzania, which lacks core data. …”
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A holistic physics-informed neural network solution for precise destruction of breast tumors using focused ultrasound on a realistic breast model by Salman Lari, Hossein Rajabzadeh, Mohammad Kohandel, Hyock Ju Kwon

“…In previous finite element method (FEM) models, the computational demands of handling extensive datasets, multiple dimensions, and discretization posed significant challenges. …”
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YOLO-DAFS: A Composite-Enhanced Underwater Object Detection Algorithm by Shengfu Luo, Chao Dong, Guixin Dong, Rongmin Chen, Bing Zheng, Ming Xiang, Peng Zhang, Zhanwei Li

“…In computer vision applications, the primary task of object detection is to answer the following question: “What object is present and where is it located?”. …”
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A Mixed-Integer Linear Programming Model for Addressing Efficient Flexible Flow Shop Scheduling Problem with Automatic Guided Vehicles Consideration by Dekun Wang, Hongxu Wu, Wengang Zheng, Yuhao Zhao, Guangdong Tian, Wenjie Wang, Dong Chen

“…By using the adjacent sequence modeling idea, a mixed-integer linear programming (MILP) model is established, which takes into account the constraints of the production process and AGV transportation task conflicts with the aim of minimizing the makespan and improving overall operational efficiency. …”
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Integration of high-resolution data for a complementary assessment of forest dynamics in Europe by Benjamin Labohm, Manuel Wolff, Dagmar Haase

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Influencing Mechanism of the Social Role of Government Digital Human on Public Adoption Behavior by WEI Tianyu, LIU Zhongyi, ZHANG Ning

“…The subjects were randomly grouped to complete the role cognition test and human-computer interaction tasks. Data were collected by using the research path combining situation simulation and questionnaire survey. …”
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PENGEMBANGAN SISTEM INFORMASI JURUSAN BERBASIS WEB UNTUK MENINGKATKAN PELAYANAN DAN AKSES INFORMASI by M.A. Muslim

“…</p><p> </p><p>The computer is a tool that can run computer-based information. …”
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Practical applications of methods to incorporate patient preferences into medical decision models: a scoping review by Jakub Fusiak, Kousha Sarpari, Inger Ma, Ulrich Mansmann, Verena S. Hoffmann

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