Finite element analysis of dynamic impact damage process of maize kernel based on HyperMesh and LS-DYNA by WANG Bo, WANG Jun, DU Dongdong

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Analysis of Temperature Changes, Vegetation, Evapotranspiration, and Drought Based on Modeling of Landsat 5 and 8 Satellite Imagery and Meteorological Indicators by Mitra Sadat Fathifard, Abbas Rahdan, Mahsa Tohidfar

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A Two-Step Framework for Generating 0.01°, Hourly, and Gapless Land Surface Temperature by Jun Ma, Jingping Guo, Jingan Wu, Huanfeng Shen

“…By depicting high-frequency surface thermal dynamics, hourly gapless land surface temperature (LST) data at a moderate spatial scale are crucial for various thermal environment investigations. …”
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Validation of gyroscope sensors for snow sports performance monitoring by Ross Cameron, Lambs Peter, McAlpine Paul, Kennedy Gavin, Button Chris

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Reduction of Spike-like Noise in Clinical Practice for Thoracic Electrical Impedance Tomography Using Robust Principal Component Analysis by Meng Dai, Xiaopeng Li, Zhanqi Zhao, Lin Yang

“…To address this issue, we propose a robust Principal Component Analysis (RPCA)-based approach that models EIT data as the sum of a low-rank matrix and a sparse matrix. …”
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ChatGPT-Assisted Deep Learning Models for Influenza-Like Illness Prediction in Mainland China: Time Series Analysis by Weihong Huang, Wudi Wei, Xiaotao He, Baili Zhan, Xiaoting Xie, Meng Zhang, Shiyi Lai, Zongxiang Yuan, Jingzhen Lai, Rongfeng Chen, Junjun Jiang, Li Ye, Hao Liang

“…In total, 5 deep learning architectures—long short-term memory (LSTM), neural basis expansion analysis for time series (N-BEATS), transformer, temporal fusion transformer (TFT), and time-series dense encoder (TiDE)—were developed using a ChatGPT-assisted workflow covering code generation, error debugging, and performance optimization. …”
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The impact of the COVID-19 pandemic on HIV testing in Peru: an interrupted time series analysis from 2014 to 2022 by Robinson A. Yrene-Cubas, Jesus Perez-Castilla, Daniel E. Reynaga-Cottle, Maria José Bringas, David R. Soriano-Moreno, Daniel Fernandez-Guzman, Jose A. Gonzales-Zamora

“…The proportion of past-year HIV testing per quarter of each year was considered our unit of analysis. Statistical analysis involved segmented regression with Newey-West standard errors, dividing each year of evaluation into four quarters. …”
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Case Report: Surgical management and prognostic factors in primary anorectal melanoma: a retrospective analysis of nine cases by Xiangxiang Ren, Xiaoshi Jin, Tianhao Xie, Litao Liu, Qiang Wang, Xingli Sun, Meng Zhang

“…It originates from melanocytes in the anorectal mucosa and lacks distinctive clinical features, leading to frequent misdiagnosis and advanced presentation.MethodsA retrospective analysis was conducted on 9 patients (1 male, 8 females; median age 59 years) with histopathologically and immunohistochemically confirmed ARMM who underwent surgical resection (Wide Local Excision, WLE = 4; Abdominoperineal Resection, APR = 5) and had complete follow-up data (median 19 months, up to May 2025). …”
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Functional Disability and Psychological Impact in Headache Patients: A Comparative Study Using Conventional Statistics and Machine Learning Analysis by Jong-Ho Kim, Hye-Sook Kim, Jong-Hee Sohn, Sung-Mi Hwang, Jae-Jun Lee, Young-Suk Kwon

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Accurate estimation of permeability reduction resulted from low salinity water flooding in clay-rich sandstones by Xiaojuan Zhang, Muntadher Abed Hussein, Tarak Vora, Anupam Yadav, Asha Rajiv, Aman Shankhyan, Sachin Jaidka, Mehul Manu, Farzona Alimova, Issa Mohammed Kadhim, Zainab Jamal Hamoodah, Fadhil Faez, Ahmad Khalid

“…The results show that random forest and ensemble learning algorithms delivered the highest predictive accuracy, evidenced by the most substantial coefficient of determination (R2) and minimal error metrics. A sensitivity analysis further clarified that while increasing flooding water salinity and ionic strength leads to a reduction in permeability drop, both the flow rate and the sandstone's clay content exhibit a positive correlation with permeability impairment. …”
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Stressors contributing to burnout among acute care and trauma surgery care teams: a systems-analysis approach by Karthik Adapa, Lukasz Mazur, Elizabeth Kwong, Thomas Ivester, Caprice Greenberg, Viola Goodacre, Lisa Vizer, Jin Ra, Nadia Charguia, Lawrence B Marks

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Computer vision digitization of smartphone images of anesthesia paper health records from low-middle income countries by Ryan D. Folks, Bhiken I. Naik, Donald E. Brown, Marcel E. Durieux

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Administration of dehydroepiandrosterone improves endometrial thickness in women undergoing IVF/ICSI: a systematic review and meta-analysis by Ling Huang, Ying Gao, Shuo Liang, Mei Jiang

“…Trial sequential analysis was used in order to control for random errors. …”
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Comparative analysis of deep neural network architectures for renewable energy forecasting: enhancing accuracy with meteorological and time-based features by Sunawar Khan, Tehseen Mazhar, Muhammad Amir Khan, Tariq Shahzad, Wasim Ahmad, Afsha Bibi, Mamoon M. Saeed, Habib Hamam

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Sensor fusion for estimating ground reaction force using insole-type foot pressure and inertial sensors by Kiyoshi HIROSE, Wako KAJIWARA, Akiko KONDO, Yasuo NAKAMURA, Masaki TAKEDA

“…The experimental protocol comprised two phases: calibration and measurement, conducted on force plates installed on the ground surface. The error compensation for force components was based on actual gait motion data and the results were compared with the force plates' outputs. …”
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FINANCIAL DISTRESS ANALYSIS AND COMPARISON OF ALTMAN Z-SCORE, SPRINGATE, AND GROVER MODELS AT PT SRITEX FOR THE PERIOD 2019-2023 by Dede Ayu Anisah, Laura Natasha Delilah, Maiyaliza Maiyaliza

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Hydrological model and integrated GIS techniques for simulation and analysis of the long-term water balance in a coastal aquifer, Spain by Ehab Mohammad Amen, María Luisa Calvache

“…To estimate the water balance components, data on the land use/cover, topography, slope, soil texture, irrigation allocation, and groundwater depth were combined with meteorological data (precipitation, temperature, wind speed, and evapotranspiration). …”
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Computational analysis of controlled drug release from porous polymeric carrier with the aid of Mass transfer and Artificial Intelligence modeling by Saad M Alshahrani, Hadil Faris Alotaibi, M. Yasmin Begum

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GRL-ITransformer: An Intelligent Method for Multi-Wind-Turbine Wake Analysis Based on Graph Representation Learning With Improved Transformer by Kang Han, Li Xu

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ALL-IN meta-analysis: breathing life into living systematic reviews and prospective meta-analyses [version 2; peer review: 1 approved, 2 approved with reservations] by Judith ter Schure, Peter Grünwald

“…On the other hand: no stopping rule needs to be enforced for the analysis to remain valid, so participating in a prospective meta-analysis does not require outside control over data collection. …”
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