Improving daily reference evapotranspiration forecasts: Designing AI-enabled recurrent neural networks based long short-term memory by Mumtaz Ali, Jesu Vedha Nayahi, Erfan Abdi, Mohammad Ali Ghorbani, Farzan Mohajeri, Aitazaz Ahsan Farooque, Salman Alamery

“…Upon careful evaluation, it became clear that the error values associated with the RNN-LSTM models were negligible at the designated stations during the testing phase, with an RMSE of 0.0011 mm for Melbourne, and 0.022 mm for Sydney, followed by RNN, DL, and NN respectively. …”
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Comparative analysis of inflow forecasting using machine learning and statistical techniques: case study of Mangla reservoir and Marala Headworks by Muhammad Muneeb Khan, Muhammad Kaleem Sarwar, Muhammad Awais Zafar, Muhammad Rashid, Muhammad Atiq Ur Rehman Tariq, Saif Haider, Abdelaziz M. Okasha, Ahmed Z. Dewidar, Mohamed A. Mattar, Ali Salem, Ali Salem

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Optimal allocation of ESSs in distribution networks considering uncertainties of battery capacity fading and operation strategies correlation by Jiazhi Lei, Zhao Liu

“…Firstly, the capacity fading calculation error by semi empirical formula was modelled by distribution method and interval method according to experimental data analysis. …”
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Lyapunov-Based Adaptive Sliding Mode Controller for Active Power Filter by Somayeh Rajabi, Hadi Chahkandi Nejad, Majid Reza Naseh

“…This ASMC is shown to be stable using the Lyapunov theorem and proved with SIMULINK simulation that it has less steady state error, less chattering, and faster dynamic response compared to the conventional SMC.…”
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Reproducibility and validity of adapted clinical tests for the assessment of muscle strength in community-dwelling older adults living with Alzheimer’s disease by Marcos Paulo Braz de Oliveira, Letícia Bojikian Calixtre, Natália Oiring de Castro Cezar, Carla Lima-Truax, Brendon David Truax, Anielle Cristhine de Medeiros Takahashi, Tatiana de Oliveira Sato, Paulo Henrique Silva Pelicioni, Paula Regina Mendes da Silva Serrão, Larissa Pires de Andrade

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Rapid Determination of Aflatoxin B1 Contamination in Peanut Oil by Fourier Transform Near-Infrared Spectroscopy by Wanqing Yao, Ruanshan Liu, Zhaocheng Xu, Yuling Zhang, Yingming Deng, Hongwei Guo

“…The correlation coefficient (R2), the root mean square error of calibration (RMSCE), and the relative percent deviation (RPD) for the quantitative model were 0.951, 3.87%, and 4.52, respectively. …”
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Variable Selection Using aModified Gibbs Sampler Algorithm with Application on Rock Strength Dataset by Ghadeer J. M. Mahdi, Othman M. Salih

“…The first question a researcher needs to ask himself/herself what are the most significant variables that should be used to describe a given dataset’s response. …”
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Inverse Optimal Output Regulation for a Class of Uncertain Nonlinear Systems by MENG Guizhi, LÜ Yan

“…Finally, a simulation case is raised to testify the reasonability of the new raised controller. The tracking error is smaller than the existing references by employing the inverse optimal method.…”
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Polymorphous corneal dystrophy subtype 3 and keratoconus aggravation after corneal refractive surgery in a three-generation family carrying both ZEB1 and ZNF469 pathogenic variant by Qinghong Lin, Qinghong Lin, Qinghong Lin, Qinghong Lin, Qinghong Lin, Qinghong Lin, Xuejun Wang, Xuejun Wang, Xuejun Wang, Xuejun Wang, Xuejun Wang, Xiaoliao Peng, Xiaoliao Peng, Xiaoliao Peng, Xiaoliao Peng, Xiaoliao Peng, Xiaosong Han, Xiaosong Han, Xiaosong Han, Xiaosong Han, Xiaosong Han, Xiaoyu Zhang, Xiaoyu Zhang, Xiaoyu Zhang, Xiaoyu Zhang, Xiaoyu Zhang, Ling Sun, Ling Sun, Ling Sun, Ling Sun, Ling Sun, Yan Wang, Shengtao Liu, Shengtao Liu, Shengtao Liu, Shengtao Liu, Shengtao Liu, Xingtao Zhou, Xingtao Zhou, Xingtao Zhou, Xingtao Zhou, Xingtao Zhou

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Experiment of Image Recognition of Railway Vehicle Brake Shoe Based on Edge Moment Invariants Matching Algorithm by 高向东, 伍世全, 王腾

“…A new method for image recognition of train brake shoe based on edge moment invariants matching algorithm had been researched. The dynamic brake shoe images were taken by a vision sensor while the vehicle was moving. …”
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Sexual and reproductive health (SRH) knowledge of women: a cross-sectional study among the women experienced abortion in urban slums, Dhaka, Bangladesh by Md Arif Billah, Kamrun Nahar Koly, Farzana Begum, Shakera Naima, Quazi Suraiya Sultana, Tithi Rani Sarker, Elvina Mustary, Md. Mahbubul Haque, Daniel Reidpath, Syed Manzoor Ahmed Hanifi

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Standardized conversion model for retinal thickness measurements between spectral-domain and swept-source optical coherence tomography based on machine learning by Zhongping Tian, Yinning Guo, Xi Chen, Qifeng Zhou, Yuan Liu, Zhizhu Yi, Li Zhang, Li Zhang

“…Model efficacy was assessed using coefficient of determination (R2) and root mean square error (RMSE).ResultsStatistically significant inter-device discrepancies (P < 0.001) were identified in 9 macular sectors, all GCIPL parameters (average and six-sector measurements), and RNFL measurements (average thickness and three quadrants, excluding nasal sector). …”
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Estimating characteristics of planted forests’ relative yield index using low pulse density LiDAR and satellite remote sensing by Asahi Hashimoto, Shodai Inokoshi, Chen-Wei Chiu, Yuichi Onda, Takashi Gomi, Yoshimi Uchiyama

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Associations between mental health conditions in pregnancy and maternal socioeconomic status: a population-based retrospective cohort study in Ontario, Canada by Qun Miao, Gwyneth Zai, Ian Joiner, Jessica Burnside, Mark Walker

“…However, there is a lack of research concerning the mental health of pregnant people with low SES in Ontario, Canada. …”
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A non-stationary panel data approach for examining convergence in South Africa by Stacey-Lee Marais

“…Then, the Kao test and the vector error correction model were used to evaluate the cointegration and relationships between variables. …”
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Long-term Solar and Wind Energy Forecasting Using Gaussian Processes with Tree-based Multiple Kernel Search by James David Abiog, Vina Cielo Clarisse Cacal, Kenn Cadiz, Karl Ezra Pilario

“…In particular, the proposed model achieved root-mean-squared error (RMSE) test values of 0.43 kWh/m2/day and 0.50 m/s for smoothened solar and wind forecasts, respectively. …”
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A 3×3 Antenna Beamforming Network Based on Waveguide Nolen Matrix for Ka-Bands by Hatem Oday Hanoosh, Mohamad Kamal A. Rahim, Noor Asniza Murad, Yaqdhan Mahmood Hussein

“…The objective of this research is to design a low loss and high-performance Nolen beamforming network based on waveguide technology. …”
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Development, validation, and demonstration of the rotary parlor model by Ryan Prendergast, John Upton, Fergal Buckley, Michael D. Murphy

“…Model validation produced mean absolute percentage error values of 3.3%, 3.5%, and 2.9% for MPT, cows/h, and L/h metrics, respectively. …”
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Population Immunity and Structure of Measles Cases in the Russian Federation by O. V. Tsvirkun, N. T. Tikhonova, N. T. Turaeva, E. B. Ezhlova, A. A. Melnikova, A. G. Gerasimova

“…This situation has raised doubts among a number of researchers about the reliability of high vaccination coverage in children and adults. …”
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Analysis of Hg(II) Metal by Voltammetric Method Using a Carbon Electrode Modified with EDTA from Used Tire Waste by Sukoma Sukoma, Sagir Alva, Eka Safitri, Julinawati Julinawati, Mustanir Mustanir, Syafrizal Fonna, Muhammad Ihsan, Fitri Dara, Meri Dayanti, Ahmad Kamal Arifin, Khairi Suhud

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