Mechanism of Substrate Activation by Tryptophan Hydroxylase: A Computational Study by Dr. Thirakorn Mokkawes, Dr. Sam P. deVisser

“…Subsequently, large active‐site cluster models containing more than 200 atoms were created, and oxygen atom transfer reactions were studied. The calculations predict that the co‐factor tetrahydrobiopterin binds covalently to the iron center and react with a dioxygen molecule to form an iron(IV)‐oxo species and pterin‐4a‐carbinolamine in a stepwise manner with small energy barriers (<5 kcal mol−1) along an exergonic pathway. …”
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Climate Regionalization of Asphalt Pavement Based on the K-Means Clustering Algorithm by Yanhai Yang, Baitong Qian, Qicheng Xu, Ye Yang

“…Probabilistic neural network (PNN) and support vector machine (SVM) climate regionalization predictive models were established with MATLAB. The clustering factors were used as the input data to identify the climate zones, and the identification accuracy rate was determined to be over 90%. …”
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Sex, Gore and Provocation: the Influence of Exploitation in John Waters’s Early Films by Elise Pereira Nunes

“…The illicit, controversial topics addressed in his early movies, traditionally brought up by exploitation in order to attract audiences whose voyeuristic desires would not be fulfilled by Hollywood’s promotion of moral standards, have predictably put him at the margins of mainstream movie culture. …”
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Bidirectional Brush Seals – Post-Test Analysis by Robert C. Hendricks, Jack Wilson, Tom Y. Wu, Ralph Flower, Robert L. Mullen

“…This difference could explain the departure of experimental data from computational fluid dynamics flow predictions for well-packed arrays at higher pressure drops. …”
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Drivers and barriers to adoption of regenerative agriculture: cases studies on lessons learned from organic by Shawna Lemke, Nathan Smith, Christian Thiim, Katie Stump

“…Growers identified issues of complex and unpredictable regulation, labour, inability to predict market trends and secure needed premiums, cost and effectiveness of natural fertilizers and lack of effectiveness in pest control. …”
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Global range extension of bioclimatic zone of Bruguiera hainesii C.G.Rogers 1919 (Rhizophoraceae) by Mai-Phuong Pham, Thi Thu Trang Hoang, Van Dien Pham, Thanh Trang Pham, Dinh Duy Vu

“…The Maxent model was used to predict bioclimatic suitability, with projections extended to future climate scenarios using ACCESS-CM2 under SSP2-4.5 (medium-emission scenario) for 2080–2100. …”
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A lump-integral model based freezing and melting of a bath material onto a cylindrical additive of negligible resistance by Singh U.C., Prasad A., Kumar A.

“…Time for freezing and melting is estimated for different values of Cr, St and Cofm. It is predicted that for lower total time of freezing and melting Cofm<2 or Cr<1 needs to be maintained. …”
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The role of DNA methylation in the disorders of bone metabolism by B. I. Yalaev, A. V. Tyurin, R. Y. Mirgalieva, R. I. Khusainova

“…Finding the risk factors will predict the risk of osteoporosis at the preclinical stage, help define the course and severity of the disease, and develop preventive measures based on them to reduce the risk of fractures. …”
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Lessons from the High-resolution Spectroscopy of AW UMa and ϵ CrA: Is the Lucy Model Valid? by Slavek M. Rucinski

“…The tendency for systematically smaller values of q _ph may result from the overfilling of the primary lobe and underfilling of the secondary lobe relative to the Roche model geometry, as predicted by the K. Stȩpień model. Despite the observed moderate inter-systemic velocities, the photometric Lucy model may remain useful in providing approximate, though biased, results for the mass ratio. …”
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Emboldening food security for global sustainability yoking artificial intelligence by Gull-e-laala Khan, Gulshan Irshad, Raina Ijaz, Sabah Javaid, Noor Tahir, Sajid Mehmood

“…Present study underlines AI influence in transforming sustainable future by minimizing food loss by developing a predictive and focused food security forecast following assorted socio-economic and environmental dynamics. …”
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Employing the Oncolytic Vesicular Stomatitis Virus in Cancer Virotherapy: Resistance and Clinical Considerations by Alaa A. Abdelmageed, Stephen Dewhurst, Maureen C. Ferran

“…Personalized treatments tailored to tumor molecular profiles, along with identifying biomarkers predictive of resistance to VSV oncolysis, will enhance patient selection and enable more effective, individualized VSV-based therapies.…”
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Connectivity and community structure of online and register-based social networks by Márton Menyhért, Eszter Bokányi, Rense Corten, Eelke M. Heemskerk, Yuliia Kazmina, Frank W. Takes

“…First and foremost, we find that node metrics and the connectivity of the two population-scale networks are similar, with more long-distance ties captured by the OSN, and with the OSN ties proving to be predictive of RSN ties. These results hold when correcting for population size and geographical distance, notwithstanding that these two factors appear to be the main drivers of connectivity. …”
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Host RNA-Binding Proteins as Regulators of HIV-1 Replication by Sebastian Giraldo-Ocampo, Fernando Valiente-Echeverría, Ricardo Soto-Rifo

“…Strikingly, several of the RBPs found through interactome capture are not canonical RBPs, meaning that they do not have conventional RNA-binding domains and are therefore not readily predicted as being RBPs. Further studies on the different cellular targets of HIV-1, such as subtypes of T cells or myeloid cells, or on the context (active replication versus reactivation from latency) are needed to fully elucidate the host RBPome bound to the viral RNA, which will allow researchers and clinicians to discover new therapeutic targets during active replication and provirus reactivation from latency.…”
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Wearable Quarter-Wave Folded Microstrip Antenna for Passive UHF RFID Applications by Thomas Kaufmann, Damith C. Ranasinghe, Ming Zhou, Christophe Fumeaux

“…Measurements on a prototype demonstrate a reflection coefficient (S11) of −30 dB at resonance and a −10 dB bandwidth from 920 MHz to 926 MHz. Simulation results predict a maximum gain of 2.8 dBi. This is confirmed by tag measurements where a 4-meter read range is achieved using a transmit power of 30 dBm, for the case where the passive wearable tag antenna is mounted on a body in a practical setting. …”
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Experimental Research of Continuous Concrete Beams with GFRP Reinforcement by Nikola Baša, Mladen Ulićević, Radomir Zejak

“…The test results have also been compared to current code provisions, and they have shown that the American Concrete Institute (ACI) 440.1R-15 well predicted the failure load for continuous beams with GFRP reinforcement. …”
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Performance Analyses and Improvements for IEEE 802.15.4 CSMA/CA Scheme in Wireless Multihop Sensor Networks Based on HTC Algorithm by Jianping Zhu, Chunfeng Lv, Zhengsu Tao

“…Along with these two strategies, the accurate statistical performance metrics of throughput and delay of unsaturated, unacknowledged IEEE 802.15.4 beacon-enabled networks for 1-hop and 2-hop scenarios are then predicted based on the models which contains n modified semi-Markov chains and one macro-Markov chain, in which nodes are assumed to locate randomly over a circle plane according to Poisson distribution. …”
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Unlocking biological complexity: the role of machine learning in integrative multi-omics by Ravindra Kumar, Rajrani Ruhel, Andre J. van Wijnen

“…Machine learning and ensemble methods allow researchers to model nonlinear relationships and manage high-dimensional data, improving the precision of predictions. This approach paves the way for personalized medicine by identifying unique molecular signatures for individual patients, which can provide valuable insights into treatment planning and support more effective treatment. …”
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Teaching a neural network modeling socio-economic development of the region by S. V. Romanchukov, O. G. Berestneva, L. A. Petrova

“…Under these conditions, the expansion of the mathematical apparatus and the more active introduction of information technologies (including in the area of Big Data analysis and the construction of predictive models based on artificial neural networks) can be viable. …”
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An intelligent spam detection framework using fusion of spammer behavior and linguistic. by Amna Iqbal, Muhammad Younas, Muhammad Kashif Hanif, Muhammad Murad, Rabia Saleem, Muhammad Aater Javed

“…Fusion enables the proposed model to automatically learn the interactions between the features during the training process, allowing it to capture complex relationships and make predictions based on both types of features. SD-FSL-CLSTM framework apparently shows the promising result by obtaining a minimum accuracy 97%.…”
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THE CONCEPT AND NATURE OF THE FUTURE MANAGERS COMMUNICATIVE-STRATEGIC BEHAVIOR by Victoria V. Levchenko, Anna V. Gorelova

“…In their roles of entrepreneurs, resource allocators and negotiators, it is necessary for managers to know the mechanisms for predicting the communication results and the possible behavior of interlocutors, to know the basic strategies of business communication, as well as the algorithm of strategic communication and strategic ways of solving communication problems; use different communication strategies to most effectively achieve the communication objectives; analyze and correct communicative behavior and choose communication strategies depending on the situation. …”
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