Estimation of the Effect of Oblique Positioned Obstacle Placement on Thermal Performance of a Horizontal Mantle Hot Water Tank with Machine Learning by Aslı Durmuşoğlu, Buket Turgut, Yusuf Tekin, Burak Turgut

“…According to the study’s findings, the tank design with the first obstacle 150 mm away and the two obstacles 100 mm apart achieves the best efficiency. …”
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Application of Next-Generation Sequencing Technology Based on Single Gene Locus in Species Identification of Mixed Meat Products by Xinmei Liu, Zhiyang Liu, Yiyu Cheng, Haijing Wu, Wei Shen, Yan Liu, Qiushi Feng, Jun Yang

“…The sequencing results of NGS were analyzed using a self-designed bioinformatics program. The fragments with similar sequences were classified and compared with the database to determine their species. …”
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A tellurium iodide perovskite structure enabling eleven-electron transfer in zinc ion batteries by Shixun Wang, Zhiquan Wei, Hu Hong, Xun Guo, Yiqiao Wang, Ze Chen, Dechao Zhang, Xiaoyu Zhang, Xuyong Yang, Chunyi Zhi

“…The work sheds light on the design of high-energy batteries utilizing chalcogen-halide perovskite cathodes.…”
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Critical Segments Identification for Link Travel Speed Prediction in Urban Road Network by Xiaolei Ru, Xiangdong Xu, Yang Zhou, Chao Yang

“…The results show that the designed model achieves a high accuracy compared to the conventional method using only two critical segments which account for 2.7% in the road networks. …”
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Integrated CNN‐LSTM for Photovoltaic Power Prediction based on Spatio‐Temporal Feature Fusion by Junwei Ma, Meiru Huo, Jinfeng Han, Yunfeng Liu, Shunfa Lu, Xiaokun Yu

“…Subsequently, an integrated network architecture comprising three individual models, CNN, LSTM, and CNN‐LSTM, is designed. The SENet attention mechanism is utilized to add non‐linear integration weights to the outputs of the individual models. …”
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S‐PLM: Structure‐Aware Protein Language Model via Contrastive Learning Between Sequence and Structure by Duolin Wang, Mahdi Pourmirzaei, Usman L. Abbas, Shuai Zeng, Negin Manshour, Farzaneh Esmaili, Biplab Poudel, Yuexu Jiang, Qing Shao, Jin Chen, Dong Xu

“…Large protein language models (PLMs) present excellent potential to reshape protein research by accelerating the determination of protein functions and the design of proteins with the desired functions. The prediction and design capacity of PLMs relies on the representation gained from the protein sequences. …”
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A Physics-Informed Cold-Start Capability for xEV Charging Recommender System by Raik Orbay, Aditya Pratap Singh, Johannes Emilsson, Michele Becciani, Evelina Wikner, Victor Gustafson, Torbjorn Thiringer

“…However, parallel to other RS applications, a collaborative-filtering for charging power transient design may suffer from the cold-start problem. This paper thus aims to prescribe a remedy for the cold-start problem encountered in RS specifically for charging power transient design. …”
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Synergistic Meta-Heuristic Adaptive Real-Time Power System Stabilizer (SMART-PSS) by Khaled Aleikish, Jonas Kristiansen Noland, Thomas Oyvang

“…Classical fixed-parameter power system stabilizers (PSS) are typically designed to work well for a limited and specific set of operating conditions. …”
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Performance of subsurface drainage systems considering groundwater flow directions and network alignment by Walaa Abd-Elaziz, Atef Elsaiad, Gehan A. H. Sallam, Alban Kuriqi, Ashraf A. Ahmed, Ismail Abd-Elaty

“…In addition, the feasibility of this approach should be considered in the future design of this system. The results of the current study are useful for all stakeholders.…”
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Nonpenalty Machine Learning Constraint Handling Using PSO-SVM for Structural Optimization by Marco M. Rosso, Raffaele Cucuzza, Fabio Di Trapani, Giuseppe C. Marano

“…Furthermore, as demonstrated by the Warren truss beam problem, this new algorithm provides an optimal structural design which represents also a good solution from the technical point of view with a trivial rounding-off that does not jeopardize significantly the optimization design process.…”
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Evaluation of Internal and Marginal Accuracy (Trueness and Precision) of Laminates Using DLP Printing and Milling Methods by Mijun Noh, Habin Lee, Wansun Lee, Jaehong Kim, Jihwan Kim

“…An anatomical zirconia laminate was designed using computer-aided design (CAD) software and saved in a standard tessellation language (STL) format. …”
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A review of a study on improving the performance of spherical solar stills by Faiz Jodah, Wissam ِAlawee, Hayder Dhahad, Z.M. Omara

“…This article reviews the latest techniques to boost water productivity and improve various solar distiller designs' overall performance and thermal efficiency. …”
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Measurement tools in the assessment of body image in the dancing context: a systematic review by Natalia Fraga-Pena, Marta Bobo-Arce

“…Primary studies of any design and language were eligible if they assessed body image in adult dancers.  …”
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Concept understanding and mathematical representation ability: DMR model with a reciprocal teaching approach by Indah Resti Ayuni Suri, Nanang Supriadi, Irma Yuliana, Suherman Suherman

“…This researcher used the Quasy Experimental Design research type with a 2x2 factorial design. …”
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Surrogate-assisted global and distributed local collaborative optimization algorithm for expensive constrained optimization problems by Xiangyong Liu, Zan Yang, Jiansheng Liu, Junxing Xiong, Jihui Huang, Shuiyuan Huang, Xuedong Fu

“…More importantly, a three-layer adaptive selection strategy where the feasibility, diversity and convergence are balanced effectively is designed to identify promising solutions in global and local candidate sets. …”
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Parametric Study on the Ground Control Effects of Rock Bolt Parameters under Dynamic and Static Coupling Loads by Zequan Sun, Lishuai Jiang, Jinquan Jiang, Xingyu Wu, Naser Golsanami, Wanpeng Huang, Peipeng Zhang, Zhongtao Niu, Xiaoyi He

“…The results contribute to the design of supports in the field of underground coal mines and provide a basis for determining the reasonable support scheme for roadways.…”
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Study of Wind Loads and Wind Speed Amplifications on High-Rise Building with Opening by Numerical Simulation and Wind Tunnel Test by Fu-Bin Chen, Xiao-Lu Wang, Yun Zhao, Yuan-Bo Li, Qiu-Sheng Li, Ping Xiang, Yi Li

“…High-rise buildings are very sensitive to wind excitations, and wind-induced responses have always been the key factors for structural design. Facade openings have often been used as aerodynamic measures for wind-resistant design of high-rise buildings to meet the requirement of structural safety and comfort. …”
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An innovative thermal protective clothing system for firefighters by Gilda Santos, Rita Marques, Francisca Marques, João Ribeiro, André Fonseca, João M. Miranda, João B. L. M. Campos, Soraia F. Neves

“…This study consists in the development of a protective clothing system composed by a vest, specially designed to protect the torso (back, chest and abdomen) with a layer of PCM pouches, to be worn over a fire-resistant jacket – selection and design based on numerical models’ predictions. …”
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Tumor microenvironment–responsive and modulatory manganese-based nanoenzyme for enhanced tumor immunotherapy by Qi Yang, Qiong Wu, Haiyan Liu, Jiandong Wu, Feng Ma, Xiaofeng Tian

“…The characteristics of the tumor microenvironment (TME) have a close and internal correlation with the effect of cancer immunotherapy, significantly affecting the progression and metastasis of cancer. The rational design of nanoenzymes that possess the ability to respond to and regulate the TME is driving a new direction in catalytic immunotherapy. …”
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School space as a "safe space" and "secure space": Educational and architectural challenges by Vasojević Nena, Vučetić Ivana, Ignjatović Suzana, Buturović Željka

“…The paper also provides a critical overview of best practices and international standards for physical and psychosocial school safety/security and design of school buildings, as well as current Serbian regulatory framework addressing these issues. …”
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