Self-supervised light fluence correction network for photoacoustic tomography based on diffusion equation by Zhaoyong Liang, Zongxin Mo, Shuangyang Zhang, Long Chen, Danni Wang, Chaobin Hu, Li Qi

“…Deep learning (DL) shows promise in estimating the absorption coefficient distribution of biological tissue in quantitative photoacoustic tomography (QPAT) imaging, but its application is limited by a lack of ground truth for supervised network training. …”
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Identification of Structural Sealant Damage in Hidden Frame Glass Curtain Wall Based on Curvature Mode by Yuqin Yan, Xiangcheng Wang, Xiaonan Li, Xin Zhang, Fan Yang, Jie Sun

“…The peak value of the FCMD mutation region enables precise damage localization. A quantitative damage identification threshold of 0.1205 was derived from FCMD distribution characteristics in boundary regions. …”
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Influence of air velocity on enhancing heat transfer rate in phase change materials for efficient device temperature control by Karrar A. Hammoodi, Mohammed J. Alshukri, Osama Abd Al-Munaf Ibrahim, Saif Ali Kadhim, Dhuha Radhi Nayyaf, Ahmed Mohsin Alsayah, Issa Omle, Ammar Elsheikh

“…Using ANSYS/FLUENT 16, the relationship between enthalpy, porosity, and heat transfer was quantitatively analyzed. The novelty of this work lies in its focus on the effect of air velocity on PCM performance, which has been underexplored in previous research. …”
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Risks of Commercialization of Intellectual Work Results: Appraisal Methods by A. V. Egiazaryan

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Confirmation of enrofloxacin, ofloxacin, sarafloxacin and danofloxacin residues in poultry meat and pork via LLE-SPE-GC–MS/MS coupled with derivatization treatment by Junjie Xu, Yiwei Hong, Yun Liu, Shuyu Liu, Pengfei Gao, Yawen Guo, Yang Cao, Hao Ding, Maoda Pang, Tao Zhang, Genxi Zhang, Xiaodong Guo, Xing Xie, Kaizhou Xie

“…Full scan mass spectrometry and automated selected reaction monitoring were applied for qualitative and quantitative analysis. The limits of detection of enrofloxacin, ofloxacin, sarafloxacin and danofloxacin were 1.0, 0.2, 1.0 and 1.0 μg/kg, respectively, and limits of quantitation were 2.0, 0.4, 2.0 and 2.0 μg/kg, respectively. …”
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CHALLENGES DETERRING EFFICIENT AND EFFECTIVE LAND SERVICE DELIVERY IN LAND MANAGEMENT AND DEVELOPMENT BUREAU OF ADDIS ABABA, ETHIOPIA by Daniel Amente, Dereje Terefe, Bersisa Kecho

“…The gathered data were analysed qualitatively and quantitatively using thematic and SPSS Version 23 software. …”
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Computational Fluid Dynamics Study on Bottom-Hole Multiphase Flow Fields Formed by Polycrystalline Diamond Compact Drill Bits in Foam Drilling by Lihong Wei, Jaime Honra

“…Additionally, the combined qualitative and quantitative evaluation method offers new insights and approaches for research and practice in drilling engineering.…”
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Separation of sulphonamides on a C12-diol mixed-mode HPLC column and investigation of their retention mechanism by Aral Hayriye, Altun Yekun

“…The interaction mechanism between the eight sulphonamides and the C12-diol mixed-mode column was explored using quantitative structure–retention relationship parameters such as log D, log S, and pK a. …”
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SAMHD1 knockout hiPSC model enables high lentiviral transduction efficiency in myeloid cell types by Huinan Li, Huinan Li, Maliha Afroze, Maliha Afroze, Gunisha Arora, Gunisha Arora, Scot Federman, Scot Federman, Kaivalya Shevade, Kaivalya Shevade, Yeqing Angela Yang, Yeqing Angela Yang, Phuong Nguyen, Phuong Nguyen, Rustam Esanov, Rustam Esanov, Laralynne Przybyla, Laralynne Przybyla, Adam Litterman, Adam Litterman, Shawn Shafer, Shawn Shafer

“…We then generated SAMHD1 KO CRISPR-dCAS9 KRAB hiPSCs through lentiviral transduction aiming to increase the efficiency of lentiviral mediated gene transfer. We demonstrated increased lentiviral transduction efficiency in induced macrophages, as well as microglia induced with two distinct protocols. …”
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Research on Rapid and Non-Destructive Detection of Coffee Powder Adulteration Based on Portable Near-Infrared Spectroscopy Technology by Fujie Zhang, Xiaoning Yu, Lixia Li, Wanxia Song, Defeng Dong, Xiaoxian Yue, Shenao Chen, Qingyu Zeng

“…SVM achieved 96.88% accuracy for qualitative detection. For the quantitative analysis, the IWO algorithm identified key wavelengths, reducing data dimensionality by 82.46% and improving accuracy by 10.96%, reaching 92.25% accuracy. …”
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CONFIXED VERBS WITH NEGATIVE SEMANTICS OF ACTION CONSEQUENCES IN MODERN RUSSIAN by Zara Godizova, Tsyan’ Wang

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OPTNet: Optimized Pixel-Transformer Model for Adaptive Retinal Fundus Image Enhancement by Faisal Majed Alqahtani, Somaya Adwan, Mohd Yazed Ahmad, Salmah Binti Karman

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Benford's Law in histology by Jasmine Caballero, Daniel Gonzalez, Dustin La Fleur, Sai Karan Vamsi Guda, Cynthia Duran, Kaitlin Sime

“…Digital pathology allows for the remote examination of tissue samples, increasing efficiency and reducing costs. The field of digital pathology is experiencing a boom of data, creating space for new tools to be implemented that have not been used in pathology prior. …”
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Using student conferences as a form of authentic assessment to develop and enhance transferable communication skills in quantitative and data-driven disciplines: Evidence from a po... by Sharon Greenwood

“…In turn, workforces are looking for graduates to be well versed in working effectively with data, with the skills needed to work both efficiently and creatively within data-driven environments. …”
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Quantitative measurements of transverse thermoelectric generation and cooling performances in SmCo5/Bi0.2Sb1.8Te3-based artificially tilted multilayer module by Masayuki Murata, Fuyuki Ando, Takamasa Hirai, Hiroto Adachi, Ken-ichi Uchida

“…The maximum energy conversion efficiency for our module in this condition is experimentally determined to be 0.92%. …”
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Analysis of relative genes expression and mutation of pstB and efpA efflux pumps in Mycobacterium simiae isolates from suspected tuberculosis patients by using quantitative Real-ti... by Mohammad Hashemzadeh, Maryam Hasanvand, Effat Abbasi Montazeri

“…Comparative evaluation of the replication efficiency of internal control gene 16SrDNA and target genes pstB and efpA. …”
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Quantitative Analysis of Eight Triterpenoids and Two Sesquiterpenoids in Rhizoma Alismatis by Using UPLC-ESI/APCI-MS/MS and Its Application to Optimisation of Best Harvest Time and... by Yanni Tai, Fuxian Zou, Qiurong Zhang, Jia Wang, Ronghui Rao, Ruihua Xie, Shuisheng Wu, Kedan Chu, Wen Xu, Xiaoyan Li, Mingqing Huang

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Novel triple-target panels utilizing methylation-sensitive restriction enzyme-based quantitative PCR for detecting advanced cervical precancers and cancers among high-risk HPV-posi... by Shimin Chen, Hongshuang Dai, Shangying Hu, Tangjie Gao, Ming Chen, Xinghua Zhou, Lizhong Dai, Xuelian Zhao, Fanghui Zhao

“…We aimed to utilize methylation-sensitive restriction enzyme-based quantitative PCR (MSRE-qPCR) technique and develop triple-target human gene methylation panels to improve detection of advanced cervical precancers and cancers (CIN3 +) among hrHPV women. …”
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Transformative Impacts of Nanotechnology on Sustainable Construction: A Comprehensive Review by Ali Akbar Firoozi, Ali Asghar Firoozi, Mohammad Reza Maghami

“…Quantitative outcomes reported in the literature, such as up to a 30% reduction in carbon emissions and a 25% gain in energy performance, are critically analyzed within broader frameworks of lifecycle assessment and regulatory alignment. …”
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Energy-efficient deep learning-based intrusion detection system for edge computing: a novel DNN-KDQ model by Hafiz Gulfam Ahmad Umar, Iqra Yasmeen, Muhammad Aoun, Tehseen Mazhar, Muhammad Amir Khan, Ines Hilali Jaghdam, Habib Hamam

“…This research proposes an energy-efficient IDS framework based on a modified Deep Neural Network with Knowledge Distillation and Quantization (DNN-KDQ) to address these challenges. …”
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