Aspect category sentiment analysis based on pre-trained BiLSTM and syntax-aware graph attention network by Guixian Xu, Zhe Chen, Zixin Zhang

“…Abstract Aspect Category Sentiment Analysis (ACSA) is a fine-grained sentiment analysis task aimed at predicting the sentiment polarity associated with aspect categories within a sentence.Most existing ACSA methods are based on a given aspect category to locate sentiment words related to it. …”
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In-depth study on tensile properties and finite element analysis of TiC in-situ formed Ti matrix composites with NbC and ZrC additions by Juan Wang, Zhong Yang, Baiqing Zhou, Haijun Zhang, Li Cui, Yadong Niu, Xiaocheng Rui

“…The results demonstrated that increasing NbC enhanced the matrix microstructure, reducing the grain size from 132.5 μm to 62.3 μm, facilitating the α - β phase transition, decreasing the β-phase transition temperature, and stabilizing the β-phase. …”
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Ichnologic and sedimentologic datasets from the Ediacaran–Cambrian Chapel island formation, Newfoundland, CanadaMendeley Data by Romain Gougeon, M. Gabriela Mángano, Luis A. Buatois, Guy M. Narbonne, Brittany A. Laing, Maximiliano Paz

“…Sedimentary logs focus on: (1) bed geometry; (2) bed thickness; (3) bed grain size; (4) sandstone/ mudstone ratio; and (5) sedimentary structures. …”
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Delivering the Nutritional Needs by Food to Food Fortification of Staples Using Underutilized Plant Species in Africa by Ernest Teye, Christabel Irene Deha, Rosemond Dadzie, Roseline Love MacArthur

“…The review revealed that fortification of major staple foods has been investigated: maize with grain amaranth, soybean, and moringa; sweet potato with cowpea, sorghum, bambara groundnut, peanut, and moringa; cassava with African yam bean, breadfruit, pigeon pea, bambara groundnut, moringa, and cowpea; and sorghum with pearl millet and green peas. …”
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Changes in crop mix and the effects on agricultural carbon emissions in China by Fei Meng, Hang Chen, Yongzhong Tan, Wenying Xiong

“…The results showed clear changes in crop mix and obvious transitions from grain crops to cash crops in southern provinces. …”
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Silicon Powder-Based Wafers for Low-Cost Photovoltaics: Laser Treatments and Nanowire Etching by G. Jia, J. Plentz, A. Gawlik, A. S. Azar, G. Stokkan, M. Syvertsen, P. A. Carvalho, J. Dellith, A. Dellith, G. Andrä, A. Ulyashin

“…It is established that (i) Si powder-based wafers with thicknesses ~180 μm can be fully (from the front to back side) or partly (subsurface region) remelted by a diode laser and grain sizes in laser-treated regions can be increased; (ii) a high-quality top layer can be fabricated by crystallization of an additional a-Si layer deposited by e-beam evaporation on top of the pc-Si; and (iii) silicon nanowires can be formed by metal-assisted wet chemical etching (MAWCE) of polished Si powder-based wafers and as-cut wafers irradiated with medium laser power, while a surface texturing on the as-cut pc-Si wafers occur, and no nanowires can form in the region subject to a liquid phase crystallization (LPC) caused by high-power laser treatments.…”
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Effects of yttria doping on the interfacial reaction between barium zirconate ceramics and TiAl alloy melt by Yun Shen, Du Hong, Tianfang Sun, Rui Hou, Gong Zheng, Yaran Niu, Guang Chen

“…With increasing Y2O3 doping content, yttrium-rich cubic ZrO2 instead of monoclinic ZrO2 generated and the average grain size decreased significantly. The results after melting showed that the thickness of the reaction layer of the BaZr1-xYxO3-δ decreased from hundreds of microns to tens of microns with the increase of the Y2O3 content. …”
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Achieving Equity via Transfer Learning With Fairness Optimization by Xiaoyang Wang, Chia-Hsuan Chang, Christopher C. Yang

“…This sequential approach enables fine-grained control over fairness constraints, minimizing the performance-fairness trade-off. …”
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Camera Absolute Pose Estimation Using Hierarchical Attention in Multi-Scene by Xinhua Lu, Jingui Miao, Qingji Xue, Hui Wan, Hao Zhang

“…H-AttnAPR efficiently models global dependencies without compromising fine-grained feature information. Therefore, it overcomes the limitations that solely focus on long-range pixel-level feature dependencies within images while neglecting local patches of image feature dependencies. …”
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Adaptation of the territorial organisation of agriculture in a peripheral region to the operations of agricultural holdings by Kira A. Morachevskaya, Elena A. Lyzhina, Alexander B. Sebentsov, Mikhail S. Karpenko

“…The new pork production specialisation in the Pskov region has, as expected, led to other changes in agriculture, including an increase in grain farming. While production volumes have risen, new territorial centres have not emerged. …”
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Interplay between vacancy-induced hydrogen segregation and stress-induced vacancy redistribution causing embrittlement of alpha-iron by Mugilgeethan Vijendran, Ryosuke Matsumoto

“…We present a methodology for the introduction of H into grain boundaries (GBs) resulting in a realistic distribution by considering H – H interactions. …”
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Quails of Stavropol Region: Autumn Food Habits by Anatoly P. Kaledin, Lyubov V. Malovichko, Alexander G. Rezanov, Lyudmila S. Drozdova, Andiya T. Serikbayeva

“…In the autumn, they feeding on green plants, wheat grain, seeds of cultivated and wild plants, and insect larvae.…”
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XTNSR: Xception-based transformer network for single image super resolution by Jagrati Talreja, Supavadee Aramvith, Takao Onoye

“…Whereas the Xception blocks use depth-wise separable convolutions for hierarchical feature extraction, the LWFT blocks capture long-range dependencies and fine-grained qualities. A multi-layer feature fusion block with skip connections, part of this hybrid architecture, guarantees efficient local and global feature fusion. …”
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A study on the effect of nano-precipitates on fracture behavior of nano-structured Al-2wt%Cu alloy fabricated by accumulative roll bonding (ARB) process by Azad B., Borhani E.

“…On the other hand, the mean grain size of the ST-ARB and the Aged-ARB specimens reached to 650 nm and 420 nm, respectively. …”
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Impact of short-term soil disturbance on cadmium remobilization and associated risk in vulnerable regions by Zhong Zhuang, Hao Qi, Siyu Huang, Qiqi Wang, Yanan Wan, Huafen Li

“…The model predicted that the probabilities of grain exceeding Cd thresholds ranged from 021.6 % for rice, 13.8 %100 % for wheat, and 084.2 % for maize in the absence of fertilizer use. …”
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Extraordinary ductility enhancement of Mg-Nd-Zn-Zr alloy achieved by electropulsing treatment by Xiang Wang, Baoxue Zhou, Hua Huang, Jialin Niu, Shaokang Guan, Guangyin Yuan

“…After the electropulsing treatment, the average grain size was refined due to recrystallization, micron-scale Mg12Nd secondary phases precipitated slightly, while the morphology of nanoscale Zr particles changed from rodlike to ellipsoidal shape. …”
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Correlation and heritability estimation for agronomic traits in rice (Oryza sativa L.) genotypes by Nadir Ali Bhangar, Farah Arain, Mohammad Iqbal Pandrani, Naila Khan, Ghazala Soomro, Faiza Rao, Nimra Rao, Irshad Ali Pandrani, Abdul Hakeem Jamro

“…The ten genotypes Shandar, NIA Mehran, Sarshar, Shua-92, Shabab, NIA-19/A, Shandar-100-1, Shandar-200-1, Shandar-200-2, and NIA-Mehran-100-1 were evaluated for these traits i.e. days to heading, days to flowering, plant height, tillers hill-1, panicle length, fertility %, no. of florets panicle-1, grain yield hill-1. The ANOVA revealed that all the traits were significant and showed great variation among the rice genotypes except fertility%. …”
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Inorganic Solid‐State Electrolytes for Solid‐State Sodium Batteries: Electrolyte Design and Interfacial Challenges by Dongsoo Lee, Ashok Kumar Kakarla, Seho Sun, Patrick Joohyun Kim, Junghyun Choi

“…It highlights recent advancements in ISE research, including the mechanisms of Na‐ion conduction and the key factors influencing it, such as crystal structure, lattice dynamics, point defects, and grain boundaries. It also discusses prototyping strategies for cell design from the perspectives of material and defect chemistry. …”
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Transfer learning for multi-material classification of transition metal dichalcogenides with atomic force microscopy by Isaiah A Moses, Wesley F Reinhart

“…Analysis of the latent features reveals a correlation with physical characteristics such as grain density, Difference of Gaussian blob, and local variation. …”
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Preparation and Study Annealing Effect on Structure and Optical Properties of ZnIn2(Se0.8Te0.2)4 Thin Film by Bushra H. Hussein, Husham Kamil Mahmood

“…According to a structural study, annealing the films after they were deposited increased the average grain size and crystallite size after annealing, as well as one of the favored orientations of the polycrystalline phase is along the (112) direction. …”
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