Enhancing molecular property prediction with quantized GNN models by Areen Rasool, Jamshaid Ul Rahman, Rongin Uwitije

“…This paper presents a systematic approach to molecular networks by integrating GNN models with the DoReFa-Net quantization algorithm. …”
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Synthesis of Dimethyl Terephthalate from Terephthalic Acid Esterification over the Zeolite Catalysts by Ningyu Jia, Haoyu Han, Tao Yang, Meng Zhang, Zhongyi Liu

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Sensitivity Analysis of 3D Printing Parameters on Mechanical Properties of Fused Deposition Modeling-Printed Polylactic Acid Parts by Marta Mencarelli, Mattia Sisella, Luca Puggelli, Bernardo Innocenti, Yary Volpe

“…These findings establish a foundation for further optimization and material selection in future additive manufacturing research.…”
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Sustainable Enzymatic Production of Bioactive Compounds: From Designing to Bioavailability by Raquel Neves, Maria H. L. Ribeiro

“…It focuses on the development and application of immobilized biocatalysts in bioprocessing, specifically using pectinase encapsulated in a sol–gel matrix. Reaction parameters for the interaction between immobilized pectinase and its primary substrate, pectin, were optimized through systematic experimentation. …”
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Glacier mass variations in the China-Pakistan highway regions from multi-source altimetric remote sensing data by Yanchao Zheng, Weibing Du, Yangyang Li, Huabin Chai, Abhishek Banerjee

“…This study utilizes ICESat-2 data and Digital Elevation Models (DEMs) to analyze glacier elevation trends along the China-Pakistan Highway (CPH). Systematic DEM evaluations identified NASA DEM as the optimal dataset (30 m resolution), showing minimal deviation and strong alignment with ICESat-2. …”
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Effect of 3D Printing Parameters on the Transparency of Medical Hydrogels for Corneal Stroma Fabrication by Qiang Gao, Kaicheng Yu, Youyun Shang, Zexue Lin, Min Zhu, Lihua Lu, Tao Jiang, Peng Zhang

“…Collagen derived from bovine Achilles tendons was chosen due to its excellent printability. A series of controlled experiments were conducted to systematically investigate the influence of key process parameters on hydrogel transparency. …”
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Comprehensive Analysis of Deposition Parameters and Energy-Dispersive X-Ray Spectroscopy Characterization in Cataphoretic Coating Processes by Patrik Fejko, Damián Peti, Jozef Dobránsky, Miroslav Gombár, Peter Michalík

“…This work provides valuable insights into the optimization of cataphoretic processes, offering a framework for enhancing the quality and uniformity of coatings in industrial applications. …”
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Ancient insights into plant allelopathy and potential applications: new perspectives for sustainable development by Bing Li, Ziheng Jiao, Yuxiao Dong, Hongjing Wu, Xuanjie Peng, Zilong Zhang

“…This review systematically bridges a critical gap in existing scholarship by re-examining plant interaction principles articulated in ancient Chinese agrarian texts through the lens of contemporary allelopathy research. …”
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Production of 5-Ethoxymethylfurfural from Glucose Using Bifunctional Catalysts by Rui Zhang, Jiale Chen, Xishang Song, Jiantao Li, Jian Xiong, Zhihao Yu, Xuebin Lu

“…The catalyst’s performance in glucose conversion was systematically evaluated. Optimal conditions—20 wt% Fe loading, 180 °C reaction temperature, 10 h reaction time, and a catalyst-to-glucose mass ratio of 1:1—resulted in 97.1% glucose conversion and a 38.4% 5-EMF yield. …”
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Targeting ferroptosis in spinal cord injury through stem cell therapy: mechanisms and therapeutic prospects by Qiqin Shen, Lingdi Wu, Chuyi Cai, Bingbing Li, Fang Yu

“…Spinal cord injury (SCI) is a traumatic neurological disorder with a high incidence and limited clinical treatment options. …”
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Circadian rhythms of gut microbiota and plaque vulnerability: mechanisms and chrono-microbiota modulation interventions by Taiyu Zhai, Xueyang Zou, Zichen Zhang, Yifei Wang, Lin Shi, Wenbo Ren, Jing Huang

“…The clinical translation of these findings requires overcoming technical challenges, such as personalized time window prediction and microbiota ecological risk assessment, and integrating multi-omics dynamic monitoring with AI modeling and optimization strategies. This review presents a novel perspective on the regulation of plaque stability.…”
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Efficient Anion Exchange Membrane Water Electrolysis on Amorphous Spray‐Pyrolyzed NiFe2O4 by Jan Witte, Vinzent Olszok, Alfred P. Weber, Thomas Turek

“…In the present study, the influence of crystallinity and synthesis method of a NiFe2O4 catalyst for anion exchange membrane water electrolysis (AEMWE) is systematically investigated. …”
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On randomised trials of surgical timings for cleft palate repair by Selena Ee-Li Young, Seng Teik Lee, David Machin, Say Beng Tan, Qingshu Lu

“…These surgical and assessment age differences prevent a synthesis using meta-analysis techniques. Nevertheless, three RCTs indicate that VP function is more impaired with later surgery. …”
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Can Land System Innovation Promote the Improvement of Green Land Use Efficiency in Urban Land—Evidence from China’s Pilot Reform of the Approval System for Urban Construction Land... by Chong Liu, Haixin Huang, Jianfei Yang

“…Based on the natural experimental scenario of the pilot reform of China’s urban construction land use approval system, this study finds through in-depth analysis of the double-difference model that the vertical transfer of land approval authority has fundamentally optimized the development pattern of GUEUL, and that this positive impact is mainly reflected in two dimensions: on the one hand, it reduces the systematic transaction costs, and on the other hand, it enhances the density of industrial spatial agglomeration. …”
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Enhancing Students' Self-Regulated Learning through Differentiated Instruction Based on Prior Knowledge by Muhammad Idris Hasanuddin, Zuhdiah Zuhdiah, Sukri Badaruddin, Aan Setiawan, Ummi Kalsum

“…This study aims to analyze the impact of differentiated instruction based on prior knowledge on students' self-regulated learning, focusing on its benefits, challenges, and potential solutions for effective implementation. A systematic literature review was conducted using major academic databases, applying PRISMA guidelines for article selection. …”
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Predictive PID Control for Automated Guided Vehicles Using Genetic Algorithm and Machine Learning by Kinza Nazir, Yong-Woon Kim, Yung-Cheol Byun

“…Specifically, the GA-optimized true PID values achieved a mean error of 11.8402, while the SVR-predicted PID values had a mean error of 15.4438, with SVR attaining a recall of 86.55%. …”
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Examining the Impact of House Size on Building Embodied Energy by Abdul Rauf, Daniel Euroizing Attoye, Malik Mansoor Ali Khalfan, Muhammad Tariq Shafiq

“…The aim of this study was to investigate the initial embodied energy (IEE) of a residential building that was systematically reduced in size. …”
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Exploring the integration of medical and preventive chronic disease health management in the context of big data by Yueyang Wang, Yueyang Wang, Ruigang Deng, Xinyu Geng

“…This study employs a comprehensive literature review method to systematically evaluate the integration of medical and preventive services for chronic disease management in the context of big data, focusing on pre—hospital risk prediction, in—hospital clinical prevention, and post—hospital follow—up optimization. …”
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Microscopic Pore–Throat Architecture and Fractal Heterogeneity in Tight Sandstone Reservoirs: Insights from the Denglouku Formation, Xujiaweizi Fault Depression by Zeqiang Wang, Yunfeng Zhang, Yilin Li, Xuntao Yu, Jiapeng Yuan, Botao Huang

“…The results of this study provide a theoretical basis for quantitative classification evaluation and development strategy optimization of the continental tight sandstone reservoirs.…”
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Runoff Evolution Patterns and Attribution Analysis in Xiliu Songhua River Basin by YAN Yuliang, DING Hong, ZHANG Jiayue, GAO Yu

“…Combined with multi-source methods such as spatial interpolation of meteorological data, Pettitt mutation test, Mann-Kendall trend test, and land use transfer matrix, the synergistic effect of climate factors and underlying surface parameters was systematically evaluated. The annual runoff at Fuyu Station and Jilin Station increased significantly at a rate of 0.12 mm/a and 1.77 mm/a, respectively. …”
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