A Case-Study-Based Comparative Analysis of Using Prefabricated Structures in Industrial Buildings by Abdelhadi Salih, Cynthia Changxin Wang, Rui Tian, Mohammad Mojtahedi

“…These findings can provide architects, developers, builders, suppliers, regulators, and other stakeholders with a comprehensive insight into selecting a method of wall construction that can achieve greater efficiency, cost savings, and environmental sustainability in the construction of industrial and commercial buildings.…”
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Use of explainable AI on slit-lamp images of anterior surface of eyes to diagnose allergic conjunctival diseases by Michiko Yonehara, Yuji Nakagawa, Yuji Ayatsuka, Yuko Hara, Jun Shoji, Nobuyuki Ebihara, Takenori Inomata, Tianxiang Huang, Ken Nagino, Ken Fukuda, Tatsuma Kishimoto, Tamaki Sumi, Atsuki Fukushima, Hiroshi Fujishima, Moeko Kawai, Etsuko Takamura, Eiichi Uchio, Kenichi Namba, Ayumi Koyama, Tomoko Haruki, Shin-ich Sasaki, Yumiko Shimizu, Dai Miyazaki

“…Thus, the purpose of this study was to develop an explainable AI model that can not only diagnose ACDs but also present the basis for the diagnosis. Methods: A dataset of 4942 slit-lamp images from 10 ophthalmological institutions across Japan were used as the image database. …”
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Optimization of the Natural Gas Purification Process Based on Exergy Analysis by Baocheng Shi, Jianpeng Pan, Xiaochi Guo, Xingkai Zhang, Lijuan Wu, Kai Liu, Yindi Zhang

“…The single-factor sensitivity analysis method was used to determine the parameters of absorption, such as the reflux ratio and number of stages. …”
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What sizes of droplets contribute to long-range airborne transmission? by Pan Cheng, Wei Jia, Li Liu, Hui-Ling Yen, Yuguo Li

“…The size range of respiratory droplets contributing to long-range airborne transmission of infections determines the targeted intervention methods. However, the exact size range remains unknown, and the influencing parameters are also undetermined. …”
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Evaluation of Nitrogen Fertilizer Supply and Soil Nitrate Thresholds for High Yields of Foxtail Millet by Yiwei Lu, Yu Zhao, Xueyan Xia, Meng Liu, Zhimin Wei, Jingxin Wang, Jianjun Liu, Jihan Cui, Shunguo Li

“…A relationship between soil nitrate and nitrogen application rate was established: y = 867.5 − 50z (where y represents the optimal nitrogen application rate for high yield (kg·ha⁻¹), and z represents soil NO₃⁻-N content in the 0–20 cm layer before sowing, ranging from 10.0 to 17.35 mg·kg⁻¹), which provided a practical method for nitrogen fertilization to achieve high yield of foxtail millet. …”
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Optimization of New Energy Storage System Configurations Considering Wind–Solar Energy Consumption Capacity by Haonan Dong, Zuoliang Yu, Yuehua Li, Qianwen Han, Li Zhou

“…The test results show that after the majorization of energy memory arrange by this method, the maximum values of distributed generation absorption ratio, load peak valley difference degree, and load fluctuation degree are 0.74, 0.15, and 0.17, respectively; energy utilization efficiency reaches 75.5%; the change of the state of condition of the vanadium redox battery is relatively gentle, and the fluctuation range is between 0% and 60%; the effective wind and solar absorptive capacity of each node is above 11 GW/h.…”
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Graph attention networks based multi-agent path finding via temporal-spatial information aggregation. by Qingling Zhang, Peng Wang, Cui Ni, Xianchang Liu

“…However, due to partial observability, agents often struggle to determine optimal strategies. Thus, developing a robust information fusion method is crucial for addressing these challenges. …”
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Novel Pt@PCN-Cu-induced cuproptosis amplifies αPD-L1 immunotherapy in pancreatic ductal adenocarcinoma through mitochondrial HK2-mediated PD-L1 upregulation by Pengyu Wang, Weihua Guo, Shuyue Liu, Shouyi Li, Jiaqi Li, Bowen Ding, Fengyi Yin, Yang Yang, Xingjiang Li, Pei Cao, Chaozhe Ma, Wanying Zhang, Yidan Song, Yating Geng, Lantao Liu, Jing Hu, Jihui Hao, Yukuan Feng

“…Methods Pt@PCN-Cu was synthesized via a one-pot method, and its therapeutic potential was assessed in combination with αPD-L1 for the treatment of PDAC. …”
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Localization of Sensor Nodes in 3D Wireless Sensor Networks with a Single Anchor by an Improved Adaptive Artificial Bee Colony (iaABC) Algorithm by Dursun Ekmekci, Hüseyin Altınkaya

“…The method employs the Improved Adaptive Artificial Bee Colony (iaABC) algorithm, a model of the classical ABC algorithm. …”
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An iterative approach for deriving and solving an accurate regression equation by Manaye Getu Tsige, Andreas Malcherek, Ivo Baselt

“…The graphs of the measured and predicted sediment concentrations matched each other, and data correlation showed Nash–Sutcliffe efficiency (NSE) of 0.9999860, coefficient of determination ([Formula: see text]) of 0.99998679, root mean square error (RMSE) of 0.0345, mean average error (MAE) of 0.0067, volume error (VE) of 1, and sum of square error (SSE) of 0.678631. …”
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Research on Ship Heave Motion Compensation Control Under Complex Sea State Environment Based on Improved Reinforcement Learning by ZHANG Qin, ZHOU Jingyi, WANG Xingyue, HU Xiong

“…Therefore, this study presents a compensation control method for ship heave under complex sea conditions using an improved reinforcement learning approach.MethodsThis novel method imparts fresh insights into addressing heavy compensation in offshore operations and heralds a new trajectory for the evolution of future offshore operation technologies. …”
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Identification and leveling of factors affecting the acceptance of excellence model in Islamic Azad University by Seyedeh Somayeh Mousavi Siah Deleh, Samad Jabbari Asl, Musa Rezvani Chaman Zamin

“…In order to analyze the data, the theme analysis method was used, and in order to level the identified criteria, the interpretive structural modeling method was used in MACMIC software. …”
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Scenario Grouping and Classification Methodology for Postprocessing of Data Generated by Integrated Deterministic-Probabilistic Safety Analysis by Sergey Galushin, Pavel Kudinov

“…Integrated Deterministic-Probabilistic Safety Assessment (IDPSA) combines deterministic model of a nuclear power plant with a method for exploration of the uncertainty space. Huge amount of data is generated in the process of such exploration. …”
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Analytical Solution for the Deformation and Support Parameters of Coal Roadway in Layered Roof Strata by Kai Wang, Bao-gui Yang, Zhong-kui Wang, Xiao-long Wang

“…The traditional supporting design method of the layered roof support in coal roadways is the engineering analogy method, which depends on experiences rather than theoretical analysis. …”
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MRI based early Temporal Lobe Epilepsy detection using DGWO based optimized HAETN and Fuzzy-AAL Segmentation Framework (FASF). by Hasim Khan, Ahmed Ibrahim Alutaibi, Ghanshyam G Tejani, Sunil Kumar Sharma, Ahmad Raza Khan, Fuzail Ahmad, Seyed Jalaleddin Mousavirad

“…The performance of the proposed method is thoroughly assessed by accuracy, sensitivity, and F1-score. …”
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Pre-Hospital Point-of-Care Troponin: Is It Possible to Anticipate the Diagnosis? A Preliminary Report by Cristian Lazzari, Sara Montemerani, Cosimo Fabrizi, Cecilia Sacchi, Antoine Belperio, Marilena Fantacci, Giovanni Sbrana, Agostino Ognibene, Maurizio Zanobetti, Simone Nocentini

“…The primary objectives were to determine if the 0/1 h algorithm of the Atellica VTLi is non-inferior to the standard laboratory method for diagnosing AMI and to analyze rule-out/rule-in times and emergency department (ED) stay times. …”
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Numerical Analysis for Mechanical Properties of Bundled Integrate Structure Joints by JI Maojie, ZHU Kefeng, ZHOU Xisheng, HUANG Xiaoping, JIAO Bochang, HONG Jianyu, LIU Xian, LYU Peilin

“…[Objective] The U-BIT (underground bundled integrate tunnel) method can solve the problems of steel pipe sections inability in collaborative work and poor support efficiency of the traditional pipe curtain method. …”
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THE ELABORATION OF THE OPTIMAL SYNTHESIS ALGORITHM FOR COMPLEX PROCESSING INFORMATION OF THE SPATIAL POSITION OF THE UPPER-AIR RADIOSONDE by E. A. Bolelov, Yu. M. Ermoshenko

“…The disadvantage of the radar method of radiosonde support is the relatively low accuracy of determining the coordinates of the radiosonde and the possible disruption of automatic tracking in angular coordinates. …”
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An adjusted droplet digital PCR assay for quantification of vector copy number in CAR-T cell and TCR-T cell products by J. Ma, S. Meyer, J. Olweus, C. Jin, D. Yu

“…Therefore, it becomes imperative to assess the integrated vector copy number (VCN) as a critical safety parameter for gene-engineered cell products. Materials and methods: In this study, we developed a robust assay for assessing the VCN of chimeric antigen receptor-T cell and T-cell receptor T-cell products, based on the droplet digital polymerase chain reaction (ddPCR) method. …”
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Rock Wettability Alteration Induced by the Injection of Various Fluids: A Review by Darezhat Bolysbek, Kenbai Uzbekaliyev, Bakytzhan Assilbekov

“…Altering the wettability of rocks is crucial for enhancing oil recovery efficiency. The article discusses methods such as low-salinity water flooding (LSWF), the use of surfactants (SAAs), and carbonated water injection (CWI). …”
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