Dynamic performance improvement of oscillating water column wave energy conversion system using optimal walrus optimization algorithm-based control strategy by Habiba A. ElDemery, Hany M. Hasanien, Mohammed Alharbi, Chuanyu Sun, Dina A. Zaky

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Orthrus: a Pumilio-family gene involved in fruiting body and dark stipe development in Coprinopsis cinerea by Benedek Szathmári, Balázs Bálint, Botond Hegedüs, Máté Virágh, Zhihao Hou, Zhihao Hou, Xiao-Bin Liu, Hongli Wu, Csenge Földi, Julien Gagneur, Julien Gagneur, Johann Promeuschel, Árpád Csernetics, László G. Nagy, László G. Nagy

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Active learning for advanced biodegradable film design by Yi Gao, Chengcheng Liu, Yang Zhao, Peng Zhao, Feihui Chen, Qinghai Li, Yanguo Zhang, Bin Yang, Hui Zhou

“…Through six iterations with 186 data points for three-target optimization and seven iterations with 166 data points for two-target modeling, a data-driven platform was established to accurately predict CMC film properties based on composition and autonomously identify optimal formulations for specific performance targets. …”
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A Convolutional Neural Network Model for Classifying Resting Tremor Amplitude in Parkinson’s Disease by Augusto Ielo, Serena Dattola, Lilla Bonanno, Paolo De Pasquale, Alberto Cacciola, Angelo Quartarone, Maria Cristina De Cola

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Non-feature-specific elevated responses and feature-specific backward replay in human brain induced by visual sequence exposure by Tao He, Xizi Gong, Qian Wang, Xinyi Zhu, Yunzhe Liu, Fang Fang

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THE MOTIVE OF CATASTROPHISM IN THE DYSTOPIAN GENRE POETICS: KAZUO ISHIGURO AND YAROSLAV MELNIK by Olena A. Andreichykova

“…We have analyzed two novels from this point of view: “Masha, or the Fourth Reich” by the French writer of Ukrainian origin Yaroslav Melnyk and “Never Let me Go” by the English writer of Japanese origin Kazuo Ishiguro. …”
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A data-centric approach to terminal unit’s fault categorization and optimal positioning in building HVAC systems using ensemble learning by Maitreyee Dey, Preeti Patel, Soumya Prakash Rana

“…The dataset comprises over 2 million data points collected from 730 TUs, enabling a comprehensive analysis of their functionality and the impact of suboptimal thermostat placements. …”
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Bahir Dar Child Development Cross-Sectional Study, Ethiopia: study protocol by Alemayehu Worku, Yemane Berhane, Lian V Folger, Anne CC Lee, Krysten North, Nebiyou Fasil, Kalkidan Yibeltal, Fred Van Dyk, Firehiwot Workneh, Theresa I Chin, Sarah K G Jensen, Unmesha Roy Paladhi, Betelhem Haimanot Abate, Atsede Teklehaimanot, Tizita Lemma Melka, Moriah E Thomason, Terrie Inder, Patricia Ellen Grant

“…During a second visit, participants will undergo a low-field MRI scan using the ultra-low-field point-of-care Hyperfine MRI machine at FHCSH. Analyses will examine relationships between risk and protective factors, brain volumes and neurocognitive/developmental outcomes.Ethics and dissemination The study is approved by the Institutional Review Boards of Addis Continental Institute of Public Health (ACIPH/lRERC/004/2023/Al/05-2024), Mass General Brigham Hospital (2022P002539) and Brown University (STUDY00000474). …”
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Theoretical Base for Determining the Modulus of Elasticity of Thin Plate Compressed by Concentrated Force by Moltasov Andrii, Tkach Pavlo, Dyman Marianna, Ustynenko Oleksandr, Ondruška Juraj

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Application of a Hybrid Model Based on CEEMDAN and IMSA in Water Quality Prediction by GUO Li-jin, WU Hao-tian

“…IMSA’s performance was validated using benchmark functions (Rosenbrock for unimodal, Michalewicz for multimodal), confirming improved global search and convergence precision. …”
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LensNet: Enhancing Real-time Microlensing Event Discovery with Recurrent Neural Networks in the Korea Microlensing Telescope Network by Javier Viaña, Kyu-Ha Hwang, Zoë de Beurs, Jennifer C. Yee, Andrew Vanderburg, Michael D. Albrow, Sun-Ju Chung, Andrew Gould, Cheongho Han, Youn Kil Jung, Yoon-Hyun Ryu, In-Gu Shin, Yossi Shvartzvald, Hongjing Yang, Weicheng Zang, Sang-Mok Cha, Dong-Jin Kim, Seung-Lee Kim, Chung-Uk Lee, Dong-Joo Lee, Yongseok Lee, Byeong-Gon Park, Richard W. Pogge

“…The internal model of the pipeline employs a multibranch Recurrent Neural Network architecture that evaluates time-series flux data with contextual information, including sky background, the full width at half-maximum of the target star, flux errors, point-spread function quality flags, and air mass for each observation. …”
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Enhancing Unmanned Aerial Vehicle Object Detection via Tensor Decompositions and Positive–Negative Momentum Optimizers by Ruslan Abdulkadirov, Pavel Lyakhov, Denis Butusov, Nikolay Nagornov, Dmitry Reznikov, Anatoly Bobrov, Diana Kalita

“…The current development of machine learning has advanced many fields in applied sciences and industry, including remote sensing. …”
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Thinking- Skins by Jens Böke

“…In the sense of an internet of façade functions, the automated adaptive façade functions ventilation, sun protection as well as heating and cooling are implemented in decentrally organized modules. …”
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Enhancing water saturation predictions from conventional well logs in a carbonate gas reservoir with a hybrid CNN-LSTM model by Ali Gohari Nezhad, Mohammad Emami Niri

“…A total of 10,674 data points were collected from four wells in the South Pars gas field, where well logging evaluations and core measurements were available. …”
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Immune-related diagnostic indicators and targeted therapies for COPD combined with NASH were identified and verified via WGCNA and LASSO by Jianwei Hong, Zikai Xu, Fangrui Xu, Haifeng Wu, Jinxia Liu, Lishuai Qu

“…In addition, we further identified the hub genes S100A9 and MYH2 for NAFLD and COPD by machine learning methods. The immune infiltration indicated that these two core genes might be involved in the immunomodulatory process of NASH by regulating the function or recruitment of specific immune cell types. …”
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Single elemental planar light concentrator using skewed V-groove optics by Animesh M. Ramachandran, Adersh Asok

“…Further, based on the simulation results, a functional prototype was successfully fabricated in PMMA using laser machining. …”
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CONSTRUCTING METAMORPHOSIS OF IMAGES FOR THE OBJECTS ON THE BASIS OF SOLVING EULER-POINCARE EQUATIONS by S. V. Leichter

“…This work considers comparison of two images (original and target) that represent curves correspondingly shaped of set of points in two-dimensional space. The problem can be solved by finding the initial image of diffeomorphism that would allow to overlap matching points of deformable image with template’s points. …”
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A Fusion Strategy for High-Accuracy Multilayer Soil Moisture Downscaling and Mapping by Xu Zhang, Xin Liu, Xiang Zhang, Aminjon Gulakhmadov, Jiefeng Wu, Xihui Gu, Won-Ho Nam, Panda Rabindra Kumar, Veber Afonso Figueiredo Costa, Mahlatse Kganyago, Berhanu Keno Terfa, Wenying Du, Chao Wang, Peng Wang, Jing Yuan, Nengcheng Chen

“…Soil moisture (SM) is a critical factor influencing plant growth, agricultural yield, ecosystem functions, and water resource management. Existing SM products, such as SMAP, ERA5, and ESA-CCI, provide daily SM data. …”
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Energy saving in rail transport by Jan Antoš

“…Based on several partial results, emergent computing tool is functional and sufficiently accurate. The simulation program is supposed to be experimentally verified after its finishing. …”
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Polishing inner wall of crossed deep micropores using magnetic microabrasive jet technology by Zezhi WANG, Jie WANG, Xiaogang MA, Fan LI, Xinya FAN, Yan CHEN

“…Due to the ability of the magnetic abrasive micro-jet to achieve focused fixed-point machining, it has significant processing advantages in cross deep micro-hole finishing and deburring. …”
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