Reversal gene expression assessment for drug repurposing, a case study of glioblastoma by Shixue Sun, Zeenat Shyr, Kathleen McDaniel, Yuhong Fang, Dingyin Tao, Catherine Z. Chen, Wei Zheng, Qian Zhu

“…The GBM Gene Expression Profile (GGEP) was constructed with multi-omics data to identify drugs with reversal gene expression to GGEP from the Integrated Network-Based Cellular Signatures (iLINCS) database. …”
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Detection of the Soluble Solid Contents from Fresh Jujubes during Different Maturation Periods Using NIR Hyperspectral Imaging and an Artificial Bee Colony by Haixia Sun, Shujuan Zhang, Caihong Chen, Chengji Li, Shuhai Xing, Jianglong Liu, Jianxin Xue

“…The results indicated that it was realistic to construct a detection model of the multimaturity stage. …”
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Optimum Control for Nonlinear Dynamic Radial Deformation of Turbine Casing with Time-Varying LSSVM by Cheng-Wei Fei, Guang-Chen Bai, Wen-Zhong Tang, Yatsze Choy

“…And then the nonlinear dynamic optimal control model of casing radial deformation was constructed with T-LSSVM. Thirdly, through the numerical experiments, the T-LSSVM method is demonstrated to be a promising approach in reducing additional design samples and improving computational efficiency with acceptable computational precision. …”
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Topology identification and parameters estimation of LV distribution networks using open GIS data by Dong Liu, Juan S. Giraldo, Peter Palensky, Pedro P. Vergara

“…Finally, given multiple incomplete SM datasets, three data-driven optimization models based on a state estimation model are constructed to mitigate the error of cable length induced by OSM data. …”
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Sealing Form and Failure Mechanism of Deep In Situ Rock Core Pressure-Maintaining Controller by Nianhan Wu, Heping Xie, Ling Chen, Mingzhong Gao, Cong Li

“…The research results provide a theoretical basis and experimental support for improving pressure coring in deep rock and obtaining pressure cores at deep positions to construct a new conceptual system of deep in situ rock mechanics.…”
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Study on Impact of Turbine Location on Hydrodynamics in Tidal Farm by Hongqiang Zhang, Daming Li, Yanqing Li, Ting Yang, Shan Luo, Shunfa Tian, Shilong Bu

“…A 3-D turbine model of near-field flow in the frame of Computational Fluid Dynamics was constructed, and the flow velocity distributions in 7 combinations of “impeller rotating speed - inflow velocity” were simulated. …”
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Fast Low Rank and Sparse Decomposition Based on Greedy Bilateral Smoothing for Infrared Small Target Detection by Yan-Shan Zhang, Ze-Yin Li, Dong-Dong Pang, Lu-Yao Wang, Cheng-Jun Wu, Kang Duan, Jun-Ming Gao

“…Firstly, an infrared image patch model is constructed based on the local autocorrelation characteristics of the image, where the original infrared image can be transformed into a new infrared image through matrix decomposition and vector reconstruction. …”
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The 2020 IDS Release of the Antwerp COR*-Database. Evaluation, Development and Transformation of a Pre-Existing Database by Sam Jenkinson, Francisco Anguita, Diogo Paiva, Hideko Matsuo, Koen Matthijs

“…The Antwerp COR*-IDS database 2020 is a transformed and harmonized historical demographic database in a cross-nationally comparable format designed to be open and easy to use for international researchers. The database is constructed from the 2010 release of the Antwerp COR*-historical demographic database, which was created using a letter sample of the whole district of Antwerp (Flanders, Belgium). …”
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Learning-Based Model Predictive Control for Legged Robots with Battery–Supercapacitor Hybrid Energy Storage System by Boyu Shu, Zhiwu Huang, Wanwan Ren, Yue Wu, Heng Li

“…Firstly, the mathematical model of the legged robot is established, and a dual-layer long short-term memory network is constructed to predict the load power demand, providing the model and measurable disturbance for the MPC. …”
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Role of sludge biochar immobilized multifunctional microbiome in phytoremediation of lead-zinc composite pollution by Zihao Yang, Lijuan Jiang, Xuejun Li, Qiaoling Ji, Mengyuan Wang, Yi Zhang, Yuanlin Cheng, Xuan Zhang, Hui Li, Chongling Feng

“…Nonetheless, there exists a knowledge gap regarding the influence of biochar on the migration and accumulation of Pb and Zn within soil-microbe-plant systems, as well as its effects on plant growth conditions and microbial community composition. This study constructed a multifunctional microbiome and evaluated the role of microbiome and biochar in phytoremediation under Pb and Zn stress. …”
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Software refactoring prediction evaluation method based on deep learning models by Yichi ZHANG, Yang ZHANG, Yanlei LI, Kun ZHENG, Wei LIU

“…Firstly, refactoring and non-refactoring labeled instances were collected from 303 Java projects using static analysis tools, and seven datasets comprising source code metrics were constructed for seven refactoring operations: extracting class, extracting subclass, extracting super class, extracting interface, moving class, renaming class, and moving and renaming class. …”
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Bearing Fault Diagnosis Based on Collaborative Representation Using Projection Dictionary Pair by Dan Ma, Yixiang Lu, Yushun Zhang, Hua Bao, Xueming Peng

“…In state analysis of rolling bearings using collaborative representation theory, how to construct an excellent redundant dictionary to collaboratively represent the acquired normal or abnormal data has been being a significant issue. …”
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All‐Inorganic Perovskite Quantum‐Dot Optical Neuromorphic Synapses for Near‐Sensor Colored Image Recognition by Yung‐Chi Yao, Chia‐Jung Lee, Yong‐Jun Chen, Jun‐Zhi Feng, Hongseok Oh, Chin‐Shan Lue, Jinn‐Kong Sheu, Ya‐Ju Lee

“…Here, an optical neuromorphic synaptic (ONS) device is demonstrated by homogeneously integrating optical‐sensing and synaptic functionalities into a unified material platform, constructed exclusively by all‐inorganic perovskite CsPbBr3 quantum dots (QDs). …”
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STGLR: A Spacecraft Anomaly Detection Method Based on Spatio-Temporal Graph Learning by Yi Lai, Ye Zhu, Li Li, Qing Lan, Yizheng Zuo

“…STGLR employs a dynamic graph learning module to infer the initial relationships among telemetry variables. It then constructs a spatio-temporal feature extraction module to capture complex spatio-temporal dependencies among variables, leveraging a graph sample and aggregation network to learn embedded features and incorporating an attention mechanism to adaptively select salient features. …”
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Growing meat on autoclaved vegetables with biomimetic stiffness and micro-patterns by Ye Liu, Anqi Gao, Tiantian Wang, Yongqian Zhang, Gaoxiang Zhu, Sida Ling, Zhaozhao Wu, Yuhong Jin, Haoke Chen, Yuming Lai, Rui Zhang, Yuchen Yang, Jianyong Han, Yulin Deng, Yanan Du

“…Our engineered muscle- and fat-on-vegetables can further construct meat stuffing or layered meat chips. Autoclaved vegetables possess tissue-mimicking stiffness and topology, and bring biochemical benefits, operational ease, cost reduction and bioreactor compatibility. …”
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WETLAND AND BIOCULTURAL HERITAGE REGENERATION THROUGH THEMATIC ECOLOGICAL TOURISM PRACTICE: THE CASE OF PATAN SUB-DISTRICT, KHUN TAN DISTRICT, CHIANG RAI, THAILAND by Siripen YIAMJANYA, Kannapat KANKAEW, Bussaba SITIKARN, Parinya NAKPATHOM, Ali Mohsin Salim Ba AWAIN, Teerarat JABJAINAI

“…Based on the findings, the sustainable ecological tourism development framework for Patan was constructed. Future success factors that should be essentially developed involve inventory of local data that will be useful for establishing identity and meaning making, local individuals’ learning and understanding of their local knowledge, training and tourism interpretation and narratives for story-telling of its cultural landscape. …”
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Effect of different restorative design on stress concentration of lithium disilicate and monolithic zirconia endocrown on a mandibular molar - a finite element analysis by Garima Karn, Manoj Shetty, Chethan Hegde

“…Methods A 3D FEA model of mandibular molar was constructed using the average values and was used in this analysis. 2 materials were used which were lithium disilicate and zirconia and 2 different margin design of knife edge and shoulder margins were used in various combinations of material and margin design. …”
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Car Purchase Intention Modeling in the Context of COVID-19: An Integrated Analysis of Impact Range and Impact Asymmetry by Xiaoyu Zhang, Chunfu Shao, Bobin Wang, Shichen Huang, Xiong Yang

“…The comprehensive importance hierarchies of the two dependent variables are constructed through the integrated analysis of impact range and impact asymmetry. …”
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Reliability and Validity of the Persian Version of the Fatigue Severity Scale in Idiopathic Parkinson’s Disease Patients by Seyed-Mohammad Fereshtehnejad, Hasti Hadizadeh, Farzaneh Farhadi, Gholam Ali Shahidi, Ahmad Delbari, Johan Lökk

“…The FSS-Per fulfilled a high internal consistency and construct validity to measure the severity of fatigue in Iranian IPD patients. …”
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Fluorofenidone alleviates cigarette smoke exposure-induced chronic lung injury by targeting ferroptosis by Yuan Wu, Binbin Li, Yixuan Xuan, Yu Jiang, Jinping Chen, Hong Liao, Jihua Feng, Jianfeng Zhang

“…The COPD mice model was constructed by cigarette smoke (CS) combined with lipopolysaccharide (LPS) treatment. …”
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