Solar photovoltaic panel cells defects classification using deep learning ensemble methods by H. Tella, A. Hussein, S. Rehman, B. Liu, A. Balghonaim, M. Mohandes

“…Experimental findings indicate that the proposed voting and bagging ensembles attain accuracies of 68.36 % and 68.31 %, respectively, exceeding the previously documented accuracy of a hybrid model at 61.15 %. Significantly, the ResNet18 model achieves an accuracy of 73.02 % in a straightforward binary classification task, highlighting that individual models can surpass ensembles in particular circumstances. …”
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Polyurethane-Keratin Membranes: Structural Changes by Isocyanate and pH, and the Repercussion on Cr(VI) Removal by María D. Manrique-Juárez, Ana L. Martínez-Hernández, Oscar F. Olea-Mejía, Jaime Flores-Estrada, José L. Rivera-Armenta, Carlos Velasco-Santos

“…Physicochemical and morphological properties of these hybrid membranes were studied, varying synthesis parameters such as the type of isocyanate and pH in keratin solution. …”
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Short-Term Traffic Prediction considering Spatial-Temporal Characteristics of Freeway Flow by Jiaqi Wang, Yingying Ma, Xianling Yang, Teng Li, Haoxi Wei

“…It can select upstream points that have a great impact on prediction point to reduce computation and increase accuracy in the next prediction work. Second, the hybrid model constructed by long short-term memory and K-nearest neighbor (LSTM-KNN) algorithm using transformed grey wolf optimization is discussed. …”
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1q21.1 Duplication Syndrome and Anorectal Malformations: A Literature Review and a New Case by Maria Minelli, Chiara Palka Bayard de Volo, Melissa Alfonsi, Serena Capanna, Elisena Morizio, Maria Enrica Miscia, Gabriele Lisi, Liborio Stuppia, Valentina Gatta

“…Case presentation: The present case describes a male, referred to us for an ARM, in whom array—comparative genomic hybridization (array-CGH) identified 1q21.1 duplication inherited from his healthy mother. …”
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A novel method of adaptive weighted -nearest neighbor fingerprint indoor positioning considering user’s orientation by Jingxue Bi, Yunjia Wang, Xin Li, Hongji Cao, Hongxia Qi, Yongkang Wang

“…Second, the fuzzy c -means algorithm is used to cluster orientation fingerprint database taking the hybrid distance of the signal domain and position domain as the clustering feature. …”
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Flowering characteristics and breeding system of the rare plant Rosa anemoniflora by YU Qun, RUAN Shuming, SHI Qinghua, HUANG Xiaochun, ZENG Huahao, GAO Wei

“…[Results] (1) The pollen vitality of R. anemoniflora was the highest on the fourth day of flowering, and the best period of stigma receptivity was the third day. (2) The single flowering period of R. anemoniflora was 5-7 days, and the population flowering period was about 25 days. The hybridization index (OCI) was 4. The breeding system was heterozygous with partially selfcompatible, and outbreeding requires pollinators. (3) R. anemoniflora had a single pollinator, with Apis cerana and Bombus sp. being the main pollinators. …”
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Ultrabright contrast agents with synergistic Raman enhancements for precise intraoperative imaging and photothermal ablation of orthotopic tumor models by Yiqun Ma, Shuchi Xia, Annan Hu, Qianyi Zhang, Zhengzhong Shao, Bo Tian, Qinrui Lin

“…Results This contrast agent exploits the synergistic effects of an anisotropic gold nanorod and a polypyrrole-polydopamine hybrid, resulting in a substantial amplification of Raman signals. …”
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Path Loss Modeling of Wireless Signals in Underground Tunnels by Yaning Li, Baoguo Yu, Lu Huang

“…Typical features of underground tunnels (sidewall roughness, metal conductors, tunnel inclinations, etc.) significantly affect signal propagation, making it difficult for a single modeling approach to accurately describe the field strength attenuation of a wireless channel in an underground tunnel. In this paper, a hybrid model describing the propagation attenuation of wireless signals in underground tunnels is proposed, which divides the propagation channel into three subdomains according to the length of the tunnel, namely, the region of the free space propagation model, the region of the multimode propagation described by the ray tracing method, and the region of the improved waveguide model by adding the influences of tunnel roughness, tunnel inclination, and metal pipes. …”
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Synthesis of Phthalimide Imine Derivatives as a Potential Anticancer Agent by Hayman Sardar Abdulrahman, Mohamed Hassan Mohammed, Lina A. Al-Ani, Mohd Hafiz Ahmad, Najihah M. Hashim, Wageeh A. Yehye

“…In this study, phthalimide core was hybridized with aldehydes giving integrated imines displaying different types of functionalities and at alternating positions. …”
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Compound coastal flooding in San Francisco Bay under climate change by Zhenqiang Wang, Meredith Leung, Sudarshana Mukhopadhyay, Sai Veena Sunkara, Scott Steinschneider, Jonathan Herman, Marriah Abellera, John Kucharski, Peter Ruggiero

“…Abstract The risk of compound coastal flooding in the San Francisco Bay Area is increasing due to climate change yet remains relatively underexplored. Using a novel hybrid statistical-dynamical downscaling approach, this study investigates the impacts of climate change induced sea-level rise and higher river discharge on the magnitude and frequency of flooding events as well as the relative importance of various forcing drivers to compound flooding within the Bay. …”
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Design of Network and Pole for Meeting Lighting, Communication, and Energy Needs from a Single Source in Disasters by Levent Aksoy, İlknur Yardımcı Coşkun

“…In this study, following a systematic literature review, a multifunctional pole design was developed using engineering design methods, and the system's capacity and other parameters were evaluated through mathematical modeling. This hybrid pole provides a network structure offering integrated lighting, energy, and communication services during and after disasters. …”
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Deep Learning-Based Energy Consumption Prediction Model for Green Industrial Parks by Chaoan Lai, Yina Wang, Jianhua Zhu, Xuequan Zhou

“…To overcome the limitations of existing energy consumption forecasting methods, which inadequately consider the specific energy usage characteristics and user behaviors in parks and often perform poorly at predicting extreme values, this study proposes a hybrid energy consumption forecasting model combines Singular Spectrum Analysis (SSA) and Long Short-Term Memory (LSTM) neural networks. …”
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Epibrassinolide Regulates <i>Lhcb5</i> Expression Though the Transcription Factor of MYBR17 in Maize by Hui Li, Xuewu He, Huayang Lv, Hongyu Zhang, Fuhai Peng, Jun Song, Wenjuan Liu, Junjie Zhang

“…Further experiments using protoplast transient expression and yeast one-hybrid tests showed that the maize transcription factor MYBR17 responds to EBR signals and binds to the promoter of the light-harvesting antenna protein <i>Lhcb5</i>, thereby upregulating its expression. …”
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High-resolution genetic analysis of whole APC gene deletions: a report of two cases and patient characteristics by Hiroki Tanabe, Yasuyuki Koshizuka, Kazuyuki Tanaka, Kenji Takahashi, Masami Ijiri, Keitaro Takahashi, Katsuyoshi Ando, Nobuhiro Ueno, Shin Kashima, Takeo Sarashina, Kentaro Moriichi, Kenrokuro Mitsube, Yusuke Mizukami, Mikihiro Fujiya, Yoshio Makita

“…Recent advances include the use of whole-genome array comparative genomic hybridization (a-CGH), which provides better resolution of genetic imbalances. …”
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Sentiment analysis of movie reviews: A flask application using CNN with RoBERTa embeddings by Biplov Paneru, Bipul Thapa, Bishwash Paneru

“…In this work, we analyze sentiment in IMDB movie reviews using a hybrid deep learning model combining RoBERTa embeddings with a convolutional neural network (R-CNN). …”
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Integrated metabolomics and transcriptomics reveal the role of calcium sugar alcohol in the regulation of phenolic acid biosynthesis in Torreya grandis nuts by Qiandan Xie, Zhengchu Jiang, Chenliang Yu, Qi Wang, Wensheng Dai, Jiasheng Wu, Weiwu Yu

“…Furthermore, the binding of TgAP2-1 to the TgHCT promoter was confirmed using yeast one hybrid and dual-luciferase assays. Furthermore, the expression of TgHCT in Nicotiana enhanced the total flavonoid content. …”
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Seismic Random Noise Suppression Using Optimal ANFIS as an Adaptive Self-Tuning Filter and Wavelet Thresholding by K. Geetha, Malaya Kumar Hota

“…Numerous attenuation algorithms have been developed to separate and remove the random noise; nevertheless, they have failed to attain high precision. In this work, a hybrid framework based on an optimal adaptive neuro-fuzzy inference system (OANFIS) and a recent wavelet thresholding (WT), specifically OANFIS WT, is proposed to attenuate the random noise present in the seismic signals. …”
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Working Load Characteristics of the PDC-Cone Composite Bit under Impact and Scraping by Kuilin Huang, Chunxiao Zhou, Yingxin Yang, Haitao Ren, Qingzhi Niu

“…The PDC-roller hybrid bit combines the cutting structure of a tricone bit with a PDC bit. …”
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Structural, elastic, electronic, magnetic and thermal properties of X3FeO4 (X = mg, ca and Sr) materials by Mohammed El Amine Monir, Abdelkarim Bendoukha Reguig, M. A. Ghebouli, K. Bouferrache, Faisal Katib Alanazi, M. Fatmi, H. Bouandas

“…Furthermore, the magnetic moments of the studied compounds are calculated in order to claim their half-metallicity behavior. The p-d hybridization between the 3d-Fe and 2p-O states generates weak magnetic moments in the non-magnetic X and O sites, and decreases the Fe atomic moment relative to its free space charge of 4 µB. …”
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GCL_FCS30: a global coastline dataset with 30-m resolution and a fine classification system from 2010 to 2020 by Jian Zuo, Li Zhang, Jingfeng Xiao, Bowei Chen, Bo Zhang, Yingwen Hu, M. M. Abdullah Al Mamun, Yang Wang, Kaixin Li

“…The coastline classification was performed a hybrid transect classifier that integrates a random forest algorithm with stable training samples derived from multi-source geophysical data. …”
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