Adjusting Neural Network to a Particular Problem: Neural Network-Based Empirical Biological Model for Chlorophyll Concentration in the Upper Ocean by Vladimir Krasnopolsky, Sudhir Nadiga, Avichal Mehra, Eric Bayler

“…Consequently, the NN-based empirical biological model for chl-a can be used in oceanic models, coupled climate prediction systems, and data assimilation systems to dynamically consider biological processes in the upper ocean.…”
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Enhanced dry SO₂ capture estimation using Python-driven computational frameworks with hyperparameter tuning and data augmentation by Robert Makomere, Hilary Rutto, Alfayo Alugongo, Lawrence Koech, Evans Suter, Itumeleng Kohitlhetse

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Field Evaluation of a Transplanter and a Collector Under Development for Korean Spring Cabbage Production in Greenhouses by Md Nasim Reza, Md Rejaul Karim, Md Razob Ali, Kyu-Ho Lee, Emmanuel Bicamumakuba, Ka Young Lee, Sun-Ok Chung

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Dynamic Monitoring of Goaf Stress Field and Rock Deformation Driven by Optical Diber Sensing Technology by Jing Chai, Zhe Yan, Yibo Ouyang, Dingding Zhang, Jianfeng Yang, Gaoyi Yang, Chenyang Ma

“…These findings provide a crucial theory for predicting peak stress evolution in mining areas, with implications for improving safety monitoring systems and optimizing mining operations.…”
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OUTPUT CONTROL WITH ADAPTIVE-PROPORTIONAL DIFFERENTIAL CONTROLLER by O. F. Opeiko

“…The goal of this articl is to improve acсuracy and stability margine for system with proportional differential (PD)-controllers and parameters unsertaity by means of adaptation. …”
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Research progress and cultivation strategies for ratoon rice under mechanical harvesting conditions(机械收割条件下再生稻研究进展及栽培策略) by 林文芳(LIN Wenfang), 郭春林(GUO Chunlin), 兰超杰(LAN Chaojie), 谢粤斌(XIE Yuebin), 秦彬(QIN Bin), 詹国明(ZHAN Guoming), 王顺(WANG Shun), 汪嘉瑶(WANG Jiayao), 林文雄(LIN Wenxiong)

“…Finally, in response to production issues, we propose future research directions, including the breeding of high-quality ratoon rice varieties with high rolling resistance, the dissection of the water-fertilizer-microorganism-root physiological regulation network, and the optimization of the mechanical harvesting supporting cultivation technology system. . …”
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AI-driven demand forecasting for enhanced energy management in renewable microgrids: A hybrid LSTM-CNN approach by Bashiru olalekan ariyo, mutalub adesina lambe, olalekan ogunbiyi, musa abdulwaheed, bilkisu jimada ojuolape, monsurat omolara balogun

“…Policymakers and energy stakeholders can use these insights to develop sustainable energy systems, with future research focusing on scaling up the model and exploring behavior and market pricing to improve forecasting precision. …”
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SABO-ELM model for remaining life prediction of lithium-ion batteries under multiple health factors by Jiabo LI, Zhonglin SUN, Di TIAN, Zhixuan WANG

“…Accurate prediction of the remaining useful life (RUL) of lithium-ion batteries is critical for the efficient and reliable operation of automotive battery management systems, which are crucial in the new energy sector. …”
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Data-driven thrust prediction in applied-field magnetoplasmadynamic thrusters for space missions using artificial intelligence-based models by Tarik Pinaffo Almeida, Shahin Alipour Bonab, Mohammad Yazdani-Asrami

“…Sustainability in space is now the centre of attention for different space research organisations given the scale of current investment in planetary search activities, ambitious plans for habitation in future, and focus on electric space propulsion systems. One potential propulsive means for future spacecraft is the applied-field magnetoplasmadynamic thruster (AF-MPDT). …”
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The use of Synthes MatrixWAVE bone anchored arch bars for closed treatment of multiple concurrent mandibular fractures by Elizabeth Kiwanuka, Rajiv Iyengar, Charles Christopher Jehle, Raman Mehrzad, Daniel Kwan

“…Results: All eight patients were retained in MMF until stable occlusion was achieved with clinical evidence of healing, approximately 4–6 weeks. Post-operative Panorex scans did not reveal any evidence of damage to tooth roots. …”
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An Effective Quantification of Methane Point-Source Emissions with the Multi-Level Matched Filter from Hyperspectral Imagery by Menglei Liang, Ying Zhang, Liangfu Chen, Jinhua Tao, Meng Fan, Chao Yu

“…Its compatibility with other techniques and its potential for integration into real-time operational monitoring systems further extend its applicability in supporting evidence-based climate policy development and mitigation strategies.…”
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Impact of reference EOP time series on EOP prediction evaluation by Aleksander Partyka, Justyna Śliwińska-Bronowicz, Henryk Dobslaw, Jolanta Nastula, Małgorzata Wińska

“…Differences in amplitude were highest for the VLBI-based series relative to the C04 14 solution. A root mean square deviation (RMSD) analysis for both 2014–2022 and 2021–2022 revealed high consistency for combined and GNSS-based EOP series. …”
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A study on the causes of the inconsistencies of the microstructure of welded joints of steel wire cord by I. V. Borisovets, T. P. Kurenkova, A. A. Sakharnaya

“…Relevance: the increase in the number of destruction of welded joints of the metal wire cord due to discrepancies in the microstructure of the welded seam.Purpose: to find the roots of defects in welded joints of metal wire cord to reduce the number of inconsistencies in this parameter and study the features of the formation of the microstructure of welded joints.Methods of research: as a material for research the metal wire cord of various designs made in steel – wire shop No. 2 of OJSC «BSW – Management Company of Holding «BMC» – a rod of own production was applied; the study was conducted using a Nikon SMZ 1000 stereoscopic microscope with a video system and an inverted metallographic microscope OLIMPUS GX-51 with a video system; measurement of hardness was carried out according to Vickers with a load of 0.5 kg on a hardness testing ZWICK 3Х5624АТ.Research results: the regularities and causes of the formation of mismatch of the microstructure of welded joints during welding on metal: incorrect setting of the welding machine (slowing down of the welding carriage); mismatch of the tempering temperature (a faulty button or operation home run twice); a small dwell time in the terminals (jaws) for tempering; inadequate execution of Regulation of the welded connection of the operator’s actions (pass or failure of the operation «tempering of the weld»); influence of external environmental factors (microclimate) of the operator’s workplace.…”
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Refining satellite laser altimetry geolocation through full-waveform radiative transfer modeling and matching by Ameni Mkaouar, David Shean, Tiangyang Yin, Christopher S.R. Neigh, Rodrigo Vieira Leite, Paul M. Montesano, Abdelaziz Kallel, Jean-Phillipe Gastellu-Etchegorry

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Constrained Control of Fully-Constrained Cable-Driven Parallel Robots With Elastic Cables: An Optimal Robust Approach by Hanie Marufkhani, Mohammad A. Khosravi

“…This allows for the retention of nonlinearities within the system and input matrices while encapsulating dynamic uncertainties and external disturbances. …”
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High-throughput sequencing explores the genetic variability of endophytic bacteria in three Sichuan bamboo species (Phyllostachys edulis, Bambusa rigida, and Pleioblastus amarus) by Kuan Yan, Kuan Yan, Xinyi Li, Xinyi Li, Yu Cai, Yu Cai, Lina Meng, Lina Meng, Qin Wei, Qin Wei, Xianming Zhao, Xianming Zhao, Rania M. Y. Heakel, Amr M. Atif, Mohamed A. Abd Elhamid, Salma A. Soaud, Ahmed H. El-Sappah, Ahmed H. El-Sappah, Ahmed H. El-Sappah

“…Endophytic bacteria enhance root development and ethylene levels, benefiting the host plants’ physiology.MethodsWe investigated the population, diversity, and abundance of endophytic bacteria in the leaves of three bamboo species—Phyllostachys edulis, Bambusa rigida, and Pleioblastus amarus—using high-throughput 16S rDNA sequencing.Results and discussionA total of 1,159 operational taxonomic units (OTUs) were obtained and further classified into 26 phyla, 64 classes, 158 orders, 270 families, 521 genera, and 811 species. …”
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Pilot Fatigue Coefficient Based on Biomathematical Fatigue Model by Jingqiang Li, Hongyu Zhu, Annan Liu

“…By employing a scientifically grounded evaluation method rooted in system dynamics and the BFM, this study rigorously assesses cumulative pilot fatigue, confirming the model’s accuracy in replicating fatigue patterns and validating the efficiency and reliability of the derived fatigue coefficient.…”
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THE CODE OF THE INCANTATION IN KATERYNA KALYTKO’S COLLECTION PEOPLE WITH VERBS by Svitlana O. Kocherga

“…This article aims to establish the concept of ‘incantation’ as a unifying system within the metaphorical world of the poetry collection People with Verbs. …”
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The Impact of Ozone on Periodontal Cell Line Viability and Function by Nada Tawfig Hashim, Rasha Babiker, Shahistha Parveen Dasnadi, Md Sofiqul Islam, Nallan CSK Chaitanya, Riham Mohammed, Nancy Soliman Farghal, Bakri Gobara, Muhammed Mustahsen Rahman

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Inclusive Education: Historical Evolvement and Future Perspective by Miri Kopito

“…Special attention will be given to an examination of IE in Israel in 2024, as a test case of a society coping with broad societal heterogeneity, reflected in its education system. The article claims that to promote IE, the existing separation between regular and special education, which currently operates as two parallel and separate tracks, should be abolished. …”
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