On the Accuracy and Uncertainty of Coronal Mass Ejection 3D Reconstructions Depending on the Number of Viewpoints in the Heliosphere by Eleni Nikou, Jie Zhang, Suman K. Dhakal, Matthew Dupertuis

“…This paper presents a systematic study that focuses on how the number of viewpoints distributed in the heliosphere affects the accuracy and uncertainty of the 3D geometric coronal mass ejection (CME) measurements. An efficient nonmanual minimization-based fitting technique that is different from the manual methods widely used in the community is developed. …”
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Seed dormancy and germination in Sophora secundiflora (Fabaceae) by Abdenour KHELOUFI, Lahouaria Mounia MANSOURI, Thorayya GOUDJA

“…Statistical analyses highlighted significant differences among treatments, particularly for FGP (p < 0.0001), T50 (p = 0.0020) and CVG (p = 0.0348). …”
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Individual Tree Segmentation Based on Region-Growing and Density-Guided Canopy 3-D Morphology Detection Using UAV LiDAR Data by Shihua Li, Shunda Zhao, Zhilin Tian, Hao Tang, Zhonghua Su

“…Airborne laser scanning is an efficient and rapid method for acquiring 3-D point cloud data of forests, making up for the shortcomings of optical remote sensing. …”
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Research progress on strengthening mechanism and industrial application of CO2 mineralization technology for coal electricity solid waste by Xinyue Cao, Qingxiang Wang, Mengyang Li, Chicheng Ma, Shilin Wang

“…Finally, given the current industrial implementation challenges of CO2 mineralization technology using coal electricity solid wastes, this study proposes an innovative development framework that integrate efficient enhancement, ecological sustainability, and intelligent regulation. …”
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LARNet-SAP-YOLOv11: A Joint Model for Image Restoration and Corrosion Defect Detection of Transmission Line Fittings Under Multiple Adverse Weather Conditions by Yuxiang Gong, Lin Gao, Hao Zhang, Huaguo Liu, Yongdan Zhu, Yu Yang

“…This unified model offers an efficient and reliable solution for UAV-based intelligent inspection of transmission lines under diverse environmental conditions.…”
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Nudge-Based Intervention for Cognitive Enhancement of Elderly in Long-Term Care Facilities During Fire Evacuation According to Urgent-Level Circumstances by Jihye Ryu, Sung-Kyung Kim, Hye-Kyoung Lee, Won-Hwa Hong, Young-Chan Kim

“…., voice evacuation system) in high-level scenarios (practice experts AHP: 0.31) and visual information through the continuous installation of guide lines in strategic locations (academic experts AHP: 0.35) to facilitate efficient evacuation. As a result, this study confirms both the differing and concordant opinions among expert groups while recognizing the absolute necessity of elderly evacuation research and considering the unique challenges that prevent actual evacuation experiments with elderly individuals. …”
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A guideline study for optimal machine learning approaches to predict the off-design performance of sCO2-PCHEs by Xin Sui, Wenqi Wang, Chunyang Liu, Peixin Dong

“…In response, this study establishes highly accurate machine learning proxies, including XGBoost, SVMs, BPNNs, and FCDNs for comparison, aiming to rank and identify the one with the best accuracy and generalization for different operating conditions of PCHEs. First, multiple datasets concerning the geometric parameters and working conditions of PCHEs are consolidated. …”
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Hierarchical deep learning for autonomous multi-label arrhythmia detection and classification on real-world wearable electrocardiogram data by Guangyao Zheng, Sunghan Lee, Jeonghwan Koh, Khushbu Pahwa, Haoran Li, Zicheng Xu, Haiming Sun, Junda Su, Sung Pil Cho, Sung Il Im, In cheol Jeong, Vladimir Braverman

“…We evaluate our method on our proprietary dataset and compare it with various baselines, including CNN+BiGRU with Attention, ConViT, EfficientNet, and ResNet, as well as previous state-of-the-art frameworks. …”
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Biosynthesis of Copper nanoparticles using bacterial supernatant optimized with certain agro-industrial byproducts by Abd-Elhalim, B.T., Gamal, R.F., Abou-Taleb, Kh.A., Haroun, A.A.

“…For the bacterial synthesis of CuNPs, optimization of the P. silesinsis strain A3 cell-free supernatant was carried out using seven agro-industrial residues, added to the basal medium as different carbon sources. Results showed that 2% blackstrap sugar cane molasses was the most efficient carbon source for CuNPs biosynthesis, when incubated for at 30°C for 24 h using shaking speed of 120 rpm. …”
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Rice Variety Identification Based on Transfer Learning Architecture Using DENS-INCEP by Wahyudi Agustiono, Kurniawan Eka Permana, Caroline Chan, Deshinta Arrova Dewi, Moch. Miftachur Rifqi Al Husain

“…With numerous varieties differing in size, shape, colour, texture, and nutritional content, accurate rice variety identification is critical for optimizing production and ensuring food quality. …”
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Prediction of shrink lines in powder bed fusion of metals using a laser beam by means of a finite element simulation approach by Dominik Rauner, Niklas Eilers, Hannes Panzer, Lukas Frei, Michael F. Zaeh

“…In this study, a finite element approach for efficiently predicting the shrink line formation is presented. …”
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Strengthening-Effect Assessment of Smart CFRP-Reinforced Steel Beams Based on Optical Fiber Sensing Technology by Bao-Rui Peng, Fu-Kang Shen, Zi-Yi Luo, Chao Zhang, Yung William Sasy Chan, Hua-Ping Wang, Ping Xiang

“…However, the current problem is the lack of an efficient, long-term, and stable monitoring technique to characterize the structural behavior of coated composite structures in the whole life cycle. …”
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An Effect Study of Structural Jets on the Long Gamma-Ray Burst Formation Rate at Low Redshift by Qi Guo, Qi Tan, Benyun Shi

“…Moreover, due to the threshold of detectors, the structured jets of GRBs also affect detection numbers at different redshifts, which all influence the calculation of the formation rate. …”
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Culture of Bacillus subtilis and Saccharomyces cerevisiae from byproducts of the enzymatic extraction of Atlantoraja castelnaui oil by Andrea L. Salomone †, Daniela L. Lamas

“…Enzymatic hydrolysis is an efficient, rapid and reproducible method for the extraction of oils from fish guts, producing an aqueous phase rich in proteins and soluble compounds. …”
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The Architectural Surfaces Characteristics of Sandy Braided River Reservoirs, Case Study in Gudong Oil Field, China by Xixin Wang, Fan Zhang, Shaohua Li, Luxing Dou, Yuming Liu, Xiaoxu Ren, Depo Chen, Wen Zhao

“…The architecture analysis of the different orders sedimentary bodies is of great significance to the efficient development of oil and gas fields. …”
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Effect of Nano-Silica on Mechanical Properties and Cytotoxicity of Calcium-Silicate-Based Root Canal Filling Materials by Hao He, Bolang Hao, Xiang Xiong, Yi Cheng, Jia Lou, Zheyu He, Dongyang Li, Zhihuan Wang, Jian Qin

“…NS improved hydration product formation and made efficient pore filling possible.…”
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Primary healthcare professionals’ perceptions, attitudes and ideas regarding asthma management in Greece: A mixed-method study by Izolde Bouloukaki, Christos Spanias, Despo Ierodiakonou, Nikolaos Tzanakis, Siân Williams, Ioanna Tsiligianni

“…Background Implementing asthma guideline recommendations is challenging and there is variation between countries, and different healthcare professionals (HCPs). The International Primary Care Respiratory Group (IPCRG) has introduced the Asthma Right Care (ARC) programme implemented in 24 low, middle, and high countries, including Greece. …”
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The Influence of Vanadium Source and Calcination Temperature on Na3V2(PO4)3 Cathode Material by Weijian SONG, Ping LI, Zhuangzhi LI, Jiahui ZHAO, Xiaobin NIU, Xiaoxia DUAN, Zhenguo WU

“…Moreover, it achieves a reversible capacity of 97.1 mA·h/g and a high capacity retention rate of 94.6% after 300 cycles at 1.0 C, and retains 94.0% capacity after 500 cycles at 5.0 C. This simple, efficient, and cost⁃effective synthesis strategy provides a reference for the scaled⁃up production of NVP.…”
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Remediating moisture- and mould-damaged residential buildings in Finland – Costs and benefits for health and climate by Iiris Hörhammer, Jukka Pappinen, Olli Halminen, Ulla Haverinen-Shaughnessy, Anne M. Karvonen, Jukka Lahdensivu, Virpi Leivo, Paulus Torkki, Martin Täubel, Juha Pekkanen

“…Integrated assessment of the costs, and health and environmental benefits, of different remediation alternatives is needed for sustainable decisions. …”
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Unshoring Process of a Temporary Pillar, in a Seventeen-Storey Building in Sant Adrià del Besós by Ignacio Costales Calvo, Jaume Font i Basté, Xavier Gimferrer i Vilaplana, Miquel Llorens Solivera

“…The research focuses on obtaining an efficient control system and achieving total security throughout the process, with the comparison of the results strictly necessary for this case. …”
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