Research and field testing of cabled intelligent stratified oil production technology by DENG Jibin, KANG Yuyang, YAN Weijie, YE Hong, ZHANG Xiangyang

“…The complex small fault block oilfields in Jiangsu are mainly developed through waterflooding with stratified injection. …”
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Electromyography-Based Gesture Recognition With Explainable AI (XAI): Hierarchical Feature Extraction for Enhanced Spatial-Temporal Dynamics by Jungpil Shin, Abu Saleh Musa Miah, Sota Konnai, Shu Hoshitaka, Pankoo Kim

“…Outputs from all branches are fused using concatenation to capture subtle variations in the data and then refined with a channel attention module, selectively focusing on the most informative features while improving computational efficiency. …”
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Iron-catalyzed aliphatic C–H functionalization to construct carbon–carbon bonds by Lulu Zhou, Hengrui Cai, Dong Xie, Kangkang Sun, Shanmei Zhu, Mengying Guo, Wei Han

“…The reactions proceed efficiently with two equivalents of diverse alkanes, and the site selectivities, which differ from those observed in traditional methods, can be predicted based on steric, electronic, and stereoelectronic effects, even in complex molecules. …”
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Stabilized Carbon Radical‐Mediated Assembly of Arylthianthrenium Salts, Alkenes and Amino Acid/Peptide Derivatives by Bo Dong, Weiguan Qi, Yifeng Chen, Yufei Zhang, Shiyu Gu, Jianlin Zhao, Qingfa Zhou, Jian Shen, Lan‐Gui Xie

“…Abstract Efficiently assembling amino acids and peptides with bioactive molecules facilitates the modular and streamlined synthesis of a diverse library of peptide‐related compounds. …”
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Virtual reality-augmented differentiable simulations for digital twin applications in surgical planning by Robin Cremese, Charlotte Godard, Alexis Bénichou, Thomas Blanc, Iwan Quemada, Christian L. Vestergaard, Bassam Hajj, Alex Barbier–Chebbah, François Laurent, Jean-Baptiste Masson

“…This stochastic process effectively navigates the complex topography of medical imaging data without necessitating comprehensive surgical instrument modeling or replicating the environment’s physical properties. …”
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Structure-guided virtual screening reveals phytoconstituents as potent cathepsin B inhibitors: Implications for cancer, traumatic brain injury, and Alzheimer’s disease by Nageeb Hassan, Mohammad Furkan, Mohd Shahnawaz Khan, Azna Zuberi, Moyad Shahwan, Moyad Shahwan, Anas Shamsi

“…Cathepsin B (CathB) is a lysosomal cysteine protease involved in various pathological and physiological processes and is becoming an attractive target for drug intervention in complex diseases like cancer, traumatic brain injury (TBI) and Alzheimer’s disease (AD). …”
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Square a Multi-Digit Number on 8 Processors in a Parallel Computational Model by Andrii Tereshchenko

“…Cyberattacks are becoming more organized and selective. The use of asymmetric cryptographic software and hardware complexes is becoming an obligatory element of protection. …”
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Optimizing Nile Tilapia growth and production costs in earthen ponds using multi-objective adaptive artificial intelligence systems by Keartisak Sriprateep, Rapeepan Pitakaso, Surajet Khonjun, Peerawat Luesak, Achara Jutagate, Chutchai Kaewta, Thanatkij Srichok, Monika Kosacka-Olejnik, Surasak Matitopanum

“…The Taguchi DOE method efficiently designs experiments by selecting essential variables and their levels. …”
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Enhancing consistency in piping and instrumentation diagrams using DistilBERT and smart PID systems by F.S. Gómez-Vega, O. Acuña, Andrea C. Camargo, Jeison D. Jimenez, Sara M. Galeano, Isabella E. Franco, Laura L. Lozano, Jenifer Vásquez, Edwin Puertas

“…The model’s performance was validated by domain experts, who confirmed the detected inconsistencies as highly accurate. Our approach significantly reduces the manual effort required for P&ID review and improves design consistency, demonstrating the potential for enhanced safety and efficiency in complex industrial projects. …”
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A simplified method for immunostaining single endometrial and liver organoids by Islam M. Saadeldin, Eman Alshehri, Maha AlThubyani, Falah Almohanna, Goran Matic, Hala A. Ahmed, Tanveer Ahmad Mir, Abdullah M. Assiri

“…By standardizing these critical steps, researchers can efficiently utilize organoid cultures to advance our understanding of complex biological mechanisms and explore therapeutic interventions targeting diseases affecting the endometrium and liver.…”
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Design and Testing of Miniaturized Electrically Driven Plug Seedling Transplanter by Meng Chen, Yang Xu, Changjie Han, Desheng Li, Binning Yang, Shilong Qiu, Yan Luo, Hanping Mao, Xu Ma

“…Both bench and field tests were conducted to select the optimal working parameters. The test results demonstrated that the seedling picking and depositing mechanism met the required operational efficiency. …”
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Enabling next-generation engineered TCR-T therapies based on high-throughput TCR discovery from diagnostic tumor biopsies by Thomas Kuilman, Deborah S. Schrikkema, Jules Gadiot, Raquel Gomez-Eerland, Laura Bies, Julia Walker, Robbert M. Spaapen, Hanna Kok, Demi Houg, Milena Viyacheva, Yvonne B. Claassen, Manuel Saornil, Oscar Krijgsman, Bas Stringer, Huiwen Ding, Anou Geleijnse, Anne C. Meinema, Bianca Weissbrich, Melissa Lancee, Carmen G. Engele, Marianna Sabatino, Pei-Ling Chen, Kenneth Y. Tsai, James J. Mulé, Vernon K. Sondak, Jitske van den Bulk, Noel F. de Miranda, Inge Jedema, John G. Haanen, Jeroen W. J. van Heijst, Ton N. Schumacher, Carsten Linnemann, Gavin M. Bendle

“…Using a genetic screening approach that detects antigen-reactive TCRs with high sensitivity and specificity based on T cell activation, we show that high complexity TCR libraries can be efficiently screened against multiplexed antigen libraries to identify both HLA class I and II restricted TCRs. …”
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High‐Performance Bi‐Based Catalysts for CO₂ Reduction: In Situ Formation of Bi/Bi₂O₂CO₃ and Enhanced Formate Production by Ben Li, Jiadong Chen, Lihua Wang, De Xia, Shanjun Mao, Lingling Xi, Huajie Liu, Sibin Ying, Yong Wang

“…This reconstructed catalyst exhibits high activity and selectivity, achieving a Faradaic Efficiency (FE) for formate production exceeding 90%, peaking at 96%. …”
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The Effectiveness of Instruction Based on the Four-Component Instructional Design (4C-ID) Model on Meaningful Learning and Critical Thinking in Sixth-Grade Students of Ardabil by Nader Heidari Raziabad, Vahid Rahimzadeh, Ali Khaleghkhah

“…Educational design is a teaching and learning tool that makes educational materials more effective and efficient (Qasemi Samani et al., 2020). The theoretical perspective of the model (4C-ID) is that complex skill training should be guided by principles that promote learning and transfer of learning (Wade & et al, 2020). …”
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A Novel LSTM Architecture for Automatic Modulation Recognition: Comparative Analysis With Conventional Machine Learning and RNN-Based Approaches by Sam Ansari, Soliman Mahmoud, Sohaib Majzoub, Eqab Almajali, Anwar Jarndal, Talal Bonny

“…This paradigm eliminates the need for manual feature extraction, enhances interpretability, and significantly boosts classification efficiency. Furthermore, the proposed framework is designed for low-complexity deployment, ensuring its scalability and suitability for next-generation wireless networks and real-time communication systems. …”
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AIRWAY ASSESSMENT IN OUTPATIENT DENTAL PRACTICE by I. А. Khrypachenko, T. V. Diomina, O. А. Udod

“…At present there are no universal or officially approved criterions for prognosis of complexity or inefficiency of supraglottic devices insertion, in spite of they are the major part of airways patency restoration algorithm. …”
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Accelerating Deep Learning-Based Morphological Biometric Recognition with Field-Programmable Gate Arrays by Nourhan Zayed, Nahed Tawfik, Mervat M. A. Mahmoud, Ahmed Fawzy, Young-Im Cho, Mohamed S. Abdallah

“…FPGAs provide fast development capabilities, energy efficiency, decreased latency, and advanced reconfigurability. …”
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Multi-environment trials data analysis: linear mixed model-based approaches using spatial and factor analytic models by Tarekegn Argaw, Berhanu Amsalu Fenta, Habtemariam Zegeye, Girum Azmach, Assefa Funga

“…The analysis of multi-environment trials (MET) data in plant breeding and agricultural research is inherently challenging, with conventional ANOVA-based methods exhibiting limitations as the complexity of MET experiments grows. This study presents linear mixed model-based approaches for MET data analysis. …”
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Cognitive functions and their effect on disability in learning process and knowledge application in patients with arterial hypertension by S. Ya. Yanovska

“…Patients with stage III AH after a stroke had significant problems with their eyesight and hearing, concentration of attention and process of thinking, solving simple and complex problems. Moreover, a number of the following factors have contributed to the above-mentioned condition: emotional instability, nonconformity, desire to present themselves in a "favorable light", anxiety, depressive and paranoid tendencies, sensitive, egocentric, anosognotic response to the disease, exacerbation of accentuation of an excitable nature and low work efficiency, acute accentuation of personality traits, impairment of short- and long-term speech, auditory, imaginative, visual and informative memory, control of expression of understanding and emotions, interpersonal and internal personal emotional intelligence and logical thinking. …”
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Fuzzy Clustering Based on Activity Sequence and Cycle Time in Process Mining by Onur Dogan, Hunaıda Avvad

“…Clustering plays a vital role in process mining as it organizes complex event logs into meaningful groups, helping to identify common patterns, outliers, and inefficiencies. …”
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