Identifying natural inhibitors against FUS protein in dementia through machine learning, molecular docking, and dynamics simulation by Darwin Li

“…Originating from medicinal plants, these compounds are not only structurally compatible with the target protein but also adhere to pharmacokinetic profiles suitable for drug development, including optimal molecular weight and LogP values conducive to blood-brain barrier penetration. …”
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Research on Concrete Beam Damage Detection Using Convolutional Neural Networks and Vibrations from ABAQUS Models and Computer Vision by Xin Bai, Zi Zhang

“…Laboratory experiments were carried out on four beams with different damage. The optimized displacement sensor developed based on the edge detection method was used to detect the displacement of the beams. …”
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Numerical Investigation of Timber Log-Haus Walls with Steel Dovetail Reinforcements under In-Plane Seismic Loads by Chiara Bedon, Massimo Fragiacomo

“…At the same time, several aspects should be taken into account to properly optimize their benefits.…”
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Improvement of the technique applied to preserve species and varieties of <i>Fragaria</i> L. in the field genebank at Krymsk Experiment Breeding Station of VIR by V. N. Podorozhniy, N. A. Piyanina

“…All parents involved in the development of these cultivars were sources of useful agronomic traits identified in the genetic collection: ‘Zenga-Zengana’ (productivity and adaptability), ‘Cardinal’ (large fruit size and fruit density), ‘Elizaveta II’ (everbearing habit and drought resistance), and ‘Irma’ (productivity).Physical conditions of plant cultivation and planting rates per area unit have been optimized at all stages of maintenance of strawberry accessions to support their good growth and development. …”
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Frequency and prescription patterns of laboratory investigations in evaluating physical morbidity among psychiatric inpatients – A cross-sectional study by Gargi Pushpalal, Sivaprakash Balasundaram, Karthick Subramanian, Mohamed Hanifah

“…There is inadequate consensus regarding the optimal level of laboratory investigations and there is a need to know regarding the assessment of physical morbidity. …”
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Hidden Markov Model-Based Video Recognition for Sports by Zhiyuan Wang, Chongyuan Bi, Songhui You, Junjie Yao

“…A multistream residual neural network is used to extract features from video data of three modalities, and the extracted feature vectors are fed into the attention mechanism network, then, the more critical information for video recognition is selected from a large amount of spatiotemporal information, further learning the temporal dependencies existing between consecutive video frames, and finally fusing the multistream network outputs to obtain the final prediction category. By training and optimizing the model in an end-to-end manner, recognition accuracies of 92.7% and 64.4% are achieved on the dataset, respectively.…”
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Estimating Weak Pulse Signal in Chaotic Background with Jordan Neural Network by Liyun Su, Xiu Ling

“…Finally, based on short-term predictability of chaotic background, estimation of weak pulse signal from the chaotic background is achieved by a profile least square method for optimizing the proposed model parameters. The data generated by the Lorenz system are used as chaotic background noise for the simulation experiment. …”
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Carotid-cavernous fistula as an ophthalmic disease requiring interdisciplinary treatment by Wojciech Luboń, Małgorzata Luboń, Ewa Mrukwa-Kominek

“…Due to the small size of the fistula, radiologists and ophthalmologists deliberated on the optimal therapeutic approach. However, due to severe ophthalmic symptoms and the potential for sight loss, embolization of the CCF was scheduled. …”
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Grain refinement and improved mechanical properties of as-cast Mg-3Gd alloy by Zr addition by Mohammadreza Maghzi, Hamed Mirzadeh, Reza Mahmudi

“…Accordingly, the role of Zr as a grain refiner in Mg-3Gd alloys was unraveled, offering insights into the optimizing the mechanical properties of Mg-based alloys for structural applications.…”
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An Incremental Kernel Density Estimator for Data Stream Computation by Yulin He, Jie Jiang, Dexin Dai, Klohoun Fabrice

“…In order to guarantee the convergence of the I-KDE, a new multivariate fixed-point iteration algorithm based on the unbiased cross validation (UCV) method is developed to determine the optimal bandwidth of the KDE. The experimental results on 10 univariate and 4 multivariate probability distributions demonstrate the feasibility and effectiveness of the I-KDE.…”
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Explanation of tourism capabilities and management for geosites on based assessment method of geodiversity sites by SOMAIE Jahantigh, Amir Karam, Ezatollah Ghanavati

“…According to the results, the optimal management of geotourism Tange Vashi, the powers of access and the center of the province's population and strengthening of the complementary and diversity of geological and strengthen tourism and the preservation interpretation capability along with the application the physical protection and promotion of scientific partnership rural and legal controls. …”
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Immunohistochemical Analysis of Postburn Scars following Treatment Using Dermal Substitutes by Mi Young Lee, Hyunchul Kim, In Suk Kwak, Youngchul Jang, Younghee Choi

“…Dermal substitutes may be an optimal alternative to address the cosmetic and functional limitations posed by other treatment methods.…”
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Communication, Motivation, And Exemplarity: Building Performance Effectiveness Through A Family-Oriented Leadership Style by Nurma Puspitasari, Rissa Ayustia

“…As a result, LAZ MKU employees demonstrate excellent performance, evidenced by optimal achievement of work targets, high levels of discipline, and proactive initiative in completing tasks. …”
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‘Over-hopefulness and getting-on-ness’: Ruskin, Nature, and America by Sara Atwood

“…He was wary as well of American optimism, which seemed to him naïve and facile. Ruskin’s understanding of the natural world was connected by ‘all manner of strange intellectual chords and nerves with the pathos and history of this old English country of ours; and on the other side, with the history of the European mind from earliest mythology down to modern rationalism and ir-rationalism’ (36.533). …”
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A Rare Otological Presentation of Squamous Papilloma by Tanuj Madan, Sunil Goyal, Sachin Thongam

“…Consequently, its etiology, histopathological features, differential diagnoses and optimal management merit a better understanding by the Otolaryngologists. …”
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Deep Learning Based Proactive Caching for Effective WSN-Enabled Vision Applications by Fangyuan Lei, Jun Cai, Qingyun Dai, Huimin Zhao

“…Then, the SSAE network structure parameters and network model parameters are optimized through training. The proactive cache strategy implementation procedure is divided into four steps. (1) The SDN controller is responsible for dynamically collecting user request data package information in the WSNs network. (2) The SSAEs predicts the packet popularity based on the SDN controller obtaining user request data. (3) The SDN controller generates a corresponding proactive cache strategy according to the popularity prediction result. (4) Implement the proactive caching strategy at the WSNs cache node. …”
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Pharmacological Inhibition of p38 Mitogen-Activated Protein Kinases Affects KC/CXCL1-Induced Intraluminal Crawling, Transendothelial Migration, and Chemotaxis of Neutrophils In Viv... by Najia Xu, Mokarram Hossain, Lixin Liu

“…After adhesion in the lumen, many leukocytes crawl to optimal sites at endothelial junctions and transmigrate to extravascular tissue in a Mac-1-dependent manner. …”
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Systematic review of Lean Construction: an approach to sustainability and efficiency in construction management by Gonzalo Garcés, Eric Forcael, Cristian Osorio, Karen Castañeda, Omar Sánchez

“…The results show that Lean construction focuses on optimizing and sustaining construction projects by taking advantage of the potential benefits of BIM through methodical and intelligent management. …”
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Event tourism, public policy and socio-cultural development in Dublin by Bernadette Quinn, Ana Maria Vieira Fernandes, Theresa Ryan

“…Together, the findings of the policy analysis and the empirical case point to the need to re-think how events and tourism intersect to achieve optimal outcomes, especially in these post pandemic times when cities the world over are searching for more sustainable tourism futures. …”
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Design and Implementation of universal converter using ANN controller by K. Suresh, E. Parimalasundar, A. Arunraja, V. Ellappan, Eshetu Tessema Ware

“…The pre-trained ANN algorithm generates pulse-width modulation (PWM) signals to control the switching of the IGBTs, optimizing timing and duty cycles for efficient operation. …”
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