RosenPy: An open source Python framework for complex-valued neural networks by Ariadne A. Cruz, Kayol S. Mayer, Dalton S. Arantes

“…Thus far, numerous works employing real-valued neural networks adapted to complex-domain processing, end up generating sub-optimal results. To fulfill this demand, this article presents RosenPy, an open-source framework in Python for complex-valued neural networks.…”
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Results of specialized outpatient follow-up of patients with embolic stroke of undetermined source by P. I. Merkureva, J. D. Bogatenkova, I. A. Voznyuk, V. A. Sorokoumov, E. A. Popov

“…We presented comparative results on the structure of incidence rate, age differences, comorbid pathology, as well as on the frequency of repeated cardiovascular events in groups with cardioembolic stroke and embolic stroke of undetermined source.Conclusions. Patients with ESUS are an extremely difficult category of patients for diagnostic search, for whom the actual task is to develop an examination algorithm for the earliest possible detection of the cause of stroke and to determine the optimal methods of secondary prevention.…”
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TDOA-Based Source Collaborative Localization via Semidefinite Relaxation in Sensor Networks by Yongsheng Yan, Haiyan Wang, Xiaohong Shen, Ke He, Xionghu Zhong

“…The time delay of arrival- (TDOA-) based source localization using a wireless sensor network has been considered in this paper. …”
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Ficus sycomorus as a Sustainable Source of Leather Dyeing Material: An Ecofriendly Approach by Girmaw Yeshanbel Kefale, Awoke Fenta Wodag

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Review of Frost-free and Defrost Methods for Air-source Heat Pump Systems by Shen Jiubing, Li Ziqiang, Xing Ziwen, Yu Yue, Ge Meicai

“…Air-source heat pumps have been widely used for room heating and air conditioning because of their stable performance and easy installation. …”
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PWM Techniques for Two-Level Voltage Source Inverters: A Comparative Study by Battur Batkhishig, Pedro F. da Costa Goncalves, Giorgio Pietrini, Babak Nahid-Mobarakeh, Ali Emadi

“…This paper presents a comprehensive overview of PWM techniques for two-level voltage source inverters and provides a comparative analysis of commonly employed PWM techniques, including sinusoidal PWM, zero-sequence injection PWM, third-harmonic injection PWM, space vector modulation, and optimized pulse pattern with selective harmonic mitigation. …”
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Solution Processed AZO Thin Films Prepared from Different Source Materials by Sana Ullah, Fabio De Matteis, Massimiliano Lucci, Ivan Davoli

“…Aluminum doped Zinc Oxide films were spin-coated from 1 mol% doped precursors obtained from different source materials optimizing post-deposition annealing in controlled atmospheres. …”
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Design and Implementation of the Controllable-Source Neutron Porosity Logging While Drilling Tool by CHEN Hui, LUO Qingfeng, AN Lyuxing, YANG Ting, LIU Wei, ZHANG Jie

“…In order to avoid the construction risk caused by chemical sources in the radioactive logging of highly deviated wells, long horizontal wells and complex operating conditions, to obtain the formation data safely and efficiently, the controllable-source neutron porosity logging while drilling (LWD) tool can be used. …”
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Green sample preparation protocol for extraction of carbazoles from petroleum source rock by Akinsehinwa Akinlua, Kai Mangelsdorf

“…A new green method for extraction of carbazoles from petroleum source rocks was developed using surfactant solution. …”
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archNEMESIS: An Open-Source Python Package for Analysis of Planetary Atmospheric Spectra by Juan Alday, Joseph Penn, Patrick Irwin, Jonathon Mason, Jingxuan Yang, Jack Dobinson

“…ArchNEMESIS is an open-source Python package developed for the analysis of remote sensing spectroscopic observations of planetary atmospheres. …”
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Effect of carbon source on the synthesis and antioxidant properties of exopolysaccharides of lactic acid bacteria by Nikitina Elena

“…These findings emphasise the importance of selecting the correct carbon source for maximising lactic acid bacteria functionality. …”
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Identifying source of predictability for vapor pressure deficit variability in the southwestern United States by Jiale Lou, Youngji Joh, Thomas L. Delworth, Liwei Jia

“…Our findings suggest that sea surface temperature is a critical source of VPD predictability over the western US. …”
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Ultra-broadband and passive stabilization of ultrafast light sources by quantum light injection by Rivera Nicholas, Uddin Shiekh Zia, Sloan Jamison, Soljačić Marin

“…Nonlinear optical effects such as frequency conversion form the basis for many practical light sources. In a variety of settings, the performance of such sources is limited by quantum noise. …”
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Project of using low-potential energy sources at the Bratsk hydro power plant by V. D. Yurovskaya, S. V. Latushkina

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Experimental Analysis of Vacuum Solar Collectors as an Auxiliary Heating Source for Residential Buildings by Rafał Urbaniak, Bartosz Ciupek, Paweł Grobelny

“…The findings highlight the potential of vacuum solar collectors as an auxiliary heating source, particularly in transitional seasons, while emphasizing the need for optimized airflow control and thermal regulation strategies to enhance their practical application.…”
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Simulation Analysis of Solar-air Dual Heat Source Heat Pump System by Wang Gang, Yang Yongqing, Yu Wan, Hu Tao, Han Xilian

“…This study designs and establishes a solar-air dual heat source heat pump system based on a micro-heat pipe array to ensure the stable operation of the multiple heat source heat pump system under complex operating conditions and further optimize the reasonable and efficient energy matching among the system components. …”
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Simulation of water supply control on water intakes facilities from underground sources by Purusova Irina, Chizhik Konstantin, Tolstoy Mikhail, Popova Ekaterina

“…A mathematical model of the functioning of the existing water intake facilities from Voronezh's underground sources was constructed using the actual characteristics of the interacting system parts. …”
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Advanced Modification Strategies of Plant-Sourced Dietary Fibers and Their Applications in Functional Foods by Yansheng Zhao, Ying Shao, Songtao Fan, Juan Bai, Lin Zhu, Ying Zhu, Xiang Xiao

“…This review systematically investigates advanced modification strategies, including physical, chemical, bioengineering, and hybrid approaches, to improve the physicochemical properties and bioactivity of PDFs from legumes, cereals, and other sources. Key modifications such as steam explosion, enzymatic hydrolysis, and carboxymethylation significantly improve solubility, porosity, and functional group exposure, thereby optimizing the health-promoting effects of legume-sourced dietary fiber. …”
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Transforming Waste into Sustainable Construction Materials: Resistant Geopolymers from Recycled Sources by Rosalia Maria Cigala, Georgia Papanikolaou, Paola Lanzafame, Giuseppe Sabatino, Alessandro Tripodo, Giuseppina La Ganga, Francesco Crea, Ileana Ielo, Giovanna De Luca

“…Specifically, crushed glass was used to produce sodium silicate, a key source of silicate ions and alkali necessary in geopolymerization processes. …”
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Study on algae source pollution and ecological risk control in urban inner lakes by GAO Tingting, CAI Chuanzun, CHEN Yangyang, LIU Chengguo, AO Dong

“…The most effective measures for water quality improvement include purifying water quality in source water, and increasing the amount of water replenishment, macrophyte cultivation and the capture of algae by zooplankton. …”
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