Artificial intelligence-driven genotype–epigenotype–phenotype approaches to resolve challenges in syndrome diagnosticsResearch in context by Christopher C.Y. Mak, Hannah Klinkhammer, Sanaa Choufani, Nikola Reko, Angela K. Christman, Elise Pisan, Martin M.C. Chui, Mianne Lee, Fiona Leduc, Jennifer C. Dempsey, Pedro A. Sanchez-Lara, Hannah M. Bombei, John A. Bernat, Laurence Faivre, Frederic Tran Mau-Them, Irene Valenzuela Palafoll, Natalie Canham, Ajoy Sarkar, Yuri A. Zarate, Bert Callewaert, Ewelina Bukowska-Olech, Aleksander Jamsheer, Andreas Zankl, Marjolaine Willems, Laura Duncan, Bertrand Isidor, Benjamin Cogne, Odile Boute, Clémence Vanlerberghe, Alice Goldenberg, Elliot Stolerman, Karen J. Low, Vianney Gilard, Jeanne Amiel, Angela E. Lin, Christopher T. Gordon, Dan Doherty, Peter M. Krawitz, Rosanna Weksberg, Tzung-Chien Hsieh, Brian H.Y. Chung

“…DNAm analysis on nine blood DNA samples revealed an episignature for the CTT group. In parallel, the new statistical method of GestaltMatcher objectively distinguished the CTT and NTT groups with a low requirement for cohort number. …”
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Experimental Study on Two Kinds of Heat Exchangers in Four-way-valve Heat Pump System of Electric Vehicles by 严瑞东, 王颖, 高天元, 陈江平, 宋吉, 高屹峰

“…The results showed, under low face velocity in heating model, small diameter tube HX had higher capacity by 10.5%, and the same COP compared with parallel flow HX. …”
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Improvement of the Nonparallel Helical Gear Drive Performance Using the Modified Asymmetric Teeth with Tip Relief by Mohammed Abdulaal Kadhim, Mohammad Qasim Abdulah

“…These factors can result in negative outcomes such as increased power loss, low gear efficiency, breakdown, and scuffing. Two types of non-parallel helical gears have been utilized to estimate the meshing heat fluxes of a pair of non-parallel gear systems. …”
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Microstructure dependence of fatigue crack propagation behavior in wrought magnesium alloy by S. Morita, S. Fujiwara, T. Hori, N. Hattori, H. Somekawa, T. Mayama

“…Fatigue crack propagation tests were performed on single edge notched tension specimens at a stress ratio of R = 0.1 and a frequency of 10 Hz at room temperature. Loading axes were parallel to the rolling direction; fatigue cracks propagated parallel to the transverse direction (L-T specimen), parallel to the short transverse direction (L-S specimen). …”
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Hazards Associated with Lithium Battery Overvoltages by Juan Carlos Ríos-Fernández, Celestino González Nicieza, M. Inmacualda Alvarez Fernández

“…A notable increase in temperature was observed in parallel battery configurations relative to series arrangements, with the highest temperature recorded in the parallel-connected battery. …”
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Research on Rectifier Load Response Characteristics of MCR-WPT System by HUANG Zhixiong, ZHANG Yitian, LI Zhiyong, CHEN Yougen, WEN Dazhao

“…The maximum power point of the series-parallel (SP) topology and the parallel-series (PS) topology are biased toward the low impedance region. …”
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Fast and Parallelizable Logical Computation with Homological Product Codes by Qian Xu, Hengyun Zhou, Guo Zheng, Dolev Bluvstein, J. Pablo Bonilla Ataides, Mikhail D. Lukin, Liang Jiang

“…We further generalize this to key algorithmic subroutines, demonstrating the efficient implementation of quantum adders using parallel operations. Our constructions are naturally compatible with reconfigurable architectures such as neutral atom arrays, paving the way to large-scale quantum computation with low space and time overheads.…”
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Exergy Analysis of Two Kinds of Solar-Driven Cogeneration Systems in Lhasa, Tibet, China by Haofei Zhang, Bo Lei, Tao Yu, Zhida Zhao

“…When the temperature of the return heating water is low (below 46°C), the series mode is better, and when the temperature of the return heating water is high (above 46°C), the parallel mode is better.…”
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Energy-Aware Duty Cycle Management for Solar-Powered IoT Devices by Michael Gerndt, Mustafa Ispir, Isaac Nunez, Shajulin Benedict

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Exchange Rates and Inflation Dynamics in Multicurrency Regimes: The Case of Zimbabwe (2014 to 2024) by Simion Matsvai

“…Money supply, real interest rate, trade balance, foreign prices, foreign output, stock market prices and foreign currency reserves have varied impacts through either the official or parallel market exchange rate models. Policy recommendations include a contractionary Monetary and expansionary Fiscal policy mix that will result in exchange rate appreciation and stability, productivity growth, trade surplus, growth in reserves, and ultimately low prices. …”
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Dynamics Modeling and Analysis of the Power Coupled System in Megawatt Wind Power Speed-increasing Gearbox by Wang Chunguang

“…Taking the wind power speed-increasing gearbox of load distribution type with two-stage planetary one-stage parallel axis as study object,considering the meshing stiffness,supporting stiffness and torsional coupling stiffness of the planetary gear mechanism and parallel shaft gear at low speed stage,medium speed stage and high speed stage,the dynamics model with considering the radial direction deviation and torsion deviation is established.The inherent characteristic of the model is analyzed,the vibration mode is divided into displacement vibration modal and torsional vibration modal and the vibration characteristics of each modal are obtained.Through changing the numerical size at all stages torsion coupling stiffness,the influence law of torsional coupling stiffness numerical variation on the coupling vibration state between low speed stage and medium speed stage,and medium speed stage and high speed stage is obtained.Through changing the connection types of all stages,the gear at all stages running at the coupling vibration condition can be decreased or avoided.…”
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A General Framework for Sorting Large Data Sets Using Independent Subarrays of Approximately Equal Length by Shahriar Shirvani Moghaddam, Kiaksar Shirvani Moghaddam

“…The third experiment shows the effectiveness of the proposed parallel framework to the parallel sorting based on the random-access machine model. …”
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Using Heuristic Value Prediction and Dynamic Task Granularity Resizing to Improve Software Speculation by Fan Xu, Li Shen, Zhiying Wang, Bo Su, Hui Guo, Wei Chen

“…Among various kinds of parallel execution models, the software-based speculative parallel model has become a research focus due to its low cost, high efficiency, flexibility, and scalability. …”
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Enhancing Stock Price Trend Prediction via a Time-Sensitive Data Augmentation Method by Xiao Teng, Tuo Wang, Xiang Zhang, Long Lan, Zhigang Luo

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Optimizing hydrogen utilization in RCCI and dual-fuel engines with hybrid electric integration by P.V. Rameez, M. Mohamed Ibrahim

“…In engine-only mode, results showed that low-load operation supported up to 90 % hydrogen energy share with low emissions but moderate efficiency. …”
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Vein Distribution on the Deformation Behavior and Fracture Mechanisms of Typical Plant Leaves by Quasi In Situ Tensile Test under a Digital Microscope by Jingjing Liu, Wei Ye, Zhihui Zhang, Zhenglei Yu, Hongyan Ding, Chao Zhang, Sen Liu

“…Angiosperm leaf venation is based on two major patterns, typically dicotyledonous branching and monocotyledonous parallel veins. The influence of these patterns on deformation and fracture properties is poorly understood. …”
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INTERACTIVE ALGORITHM FOR SELECTION OF LINEAR OBJECTS ON AERIAL PHOTOGRAPHS AND SATELLITE IMAGES by Э. Н. Seredin, B. A. Zalesky

“…Specificity of its parallel program implementation is also described. …”
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Victim Support in a Changing Welfare State by Kerstin Svensson

“…This article discusses how new kinds of individual needs develop parallel to the changes in the welfare state. From a study of Victim Service in Sweden it is shown how this organisation has grown parallel to the changes in the welfare state. …”
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Victim Support in a Changing Welfare State by Kerstin Svensson

“…This article discusses how new kinds of individual needs develop parallel to the changes in the welfare state. From a study of Victim Service in Sweden it is shown how this organisation has grown parallel to the changes in the welfare state. …”
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A Novel Controllable Reactor Technology for Reactive Power Compensation of Electrified Railways by 张宇, 李江红, 陈乔夫, 王坚, 谭娟

“…A multi-winding reactor, the secondary windings of which connecting anti-parallel thyristors and voltage- source inverter (VSI) respectively, can obtain reactance varying in a wide range continuously with the thyristors′ stepping switching and VSI controlling. …”
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