Balance Optimization of Energy Consumption and Running Time for Urban Metro Trains by WU Xiao-gang, CHEN Yu, GUO Hao-qi, DU Jiu-yu

“…The linear weighting method is used to quantitatively calculate the optimal cruise speed condition corresponding to the energy consumption and running time of the whole MT, and the energy saving potential of the MT is analyzed from a quantitative perspective to provide reference for the energy saving and efficient operation of the MTs. …”
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Solution of local fractional generalized coupled Korteweg–de Vries (cKdV) equation using local fractional homotopy analysis method and Adomian decomposition method by Awatif Muflih Alqahtani, Jyoti Geetesh Prasad

“…The findings clearly demonstrate that the suggested methods are appropriate and efficient for handling both linear and nonlinear issues in engineering and sciences. …”
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Design and Development of a Novel Universal Gripper Having Rigid Mechanics With Self-Adaptable Fingers for Industrial Applications by Muhammad Usman Khalid, Michal Jilich, Mattia Frascio, Benoit Levesque, Alessandro Zanella, Matteo Zoppi

“…In industrial assembly, intralogistics, and powertrain automation, it is essential to implement robust, safe, and efficient object-grasping solutions that are applicable to various scenarios. …”
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Digital mapping of soil erodibility factor in response to land use change using machine learning models by Wudu Abiye, Orhan Dengiz

“…The superior performance of ANN is attributed to its ability to model complex, non-linear interactions among variables influencing soil erodibility. …”
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Penerapan Machine Learning untuk Mengendalikan Parameter Budidaya Tanaman Hidroponik Berbasis Edge dan Cloud Computing by Helmy Helmy, Arif Nursyahid, Thomas Agung Setyawan

“…Dalam penelitian ini, pengendalian pH dan TDS menggunakan machine learning dengan metode regresi linear berganda serta teknologi edge computing dan cloud computing. …”
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Prediction of the volume of shallow landslides due to rainfall using data-driven models by J. Tuganishuri, C.-Y. Yune, G. Kim, S. W. Lee, M. D. Adhikari, S.-G. Yum

“…., ordinary least squares or linear regression (OLS), random forest (RF), support vector machine (SVM), extreme gradient boosting (EGB), generalized linear model (GLM), decision tree (DT), deep neural network (DNN), <span class="inline-formula"><i>k</i></span>-nearest-neighbor (KNN), and ridge regression (RR) algorithms) for the prediction of the volume of landslides due to rainfall, considering geological, geomorphological, and environmental conditions. …”
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Late-gestation heat stress alters placental structure and function in multiparous dairy cows by L.T. Casarotto, H.N. Jones, P. Chavatte-Palmer, J. Laporta, F. Peñagaricano, V. Ouellet, J. Bromfield, G.E. Dahl

“…However, placental efficiency was higher in the HT versus CL group (11.5 vs. 8.52 ± 0.91%). …”
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Early diagnosis of mineral and bone disorders in patients with diabetic kidney disease on the background of type 2 diabetes by V.M. Yerokhovych, O.V. Karpenko, I.A. Paliienko, N.M. Kobyliak, M.I. Bobryk, L.V. Shuliarenko, O.A. Rudenko, D.V. Kyriienko, M. Bolanowski, Y.I. Komisarenko

“…Among all examined participants, there was a linear negative correlation between GFR and uric acid (r = –0.452, p < 0.001). …”
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An immunoinformatics approach in designing high-coverage mRNA multi-epitope vaccine against multivariant SARS-CoV-2 by Ernawati Arifin Giri-Rachman, Al Mirahma Febri Kurnianti, Rizarullah, Aditya Hanung Setyadi, Anita Artarini, Marselina Irasonia Tan, Catur Riani, Dessy Natalia, Reza Aditama, Husna Nugrahapraja

“…Utilizing an immunoinformatics approach, the selected antigens spike and nucleocapsid proteins were analyzed to predict linear B lymphocyte (LBL), helper T lymphocyte (HTL), and cytotoxic T lymphocyte (CTL) epitopes. …”
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Investigating the Effect of Different Levels of Butyric Acid Glycerides and Clove Oil on Growth Performance, Blood Parameters and Tibia Bone Characteristics of Broiler Chickens by Seyyedeh azam khatami, Mir Daryoush Shakouri, Nemat Hedayat Evrigh

“…Body weight, feed efecioncy, european efficiency factor and feed conversion ratio of broiler chickens were affected by the interaction effect of butyric acid glycerides and clove oil (P<0.05). …”
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Evaluation of cotton planting suitability in Xinjiang based on climate change and soil fertility factors simulated by coupled machine learning model by Yonglin Jia, Yi Li, Asim Biswas, Jiayin Pang, Xiaoyan Song, Guang Yang, Zhen’an Hou, Honghai Luo, Xiangwen Xie, Javlonbek Ishchanov, Ji Chen, Juanli Ju, Kadambot H.M. Siddique

“…The random forest model (RF) outperformed multivariate linear regression (MLR) and support vector machines (SVM) in predicting soil fertility indicators (TN: R2=0.80, SOC: R2=0.77). …”
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Regulatory orchestration of FK506 biosynthesis in Streptomyces tsukubaensis NRRL 18488 revealed through systematic analysis by Namil Lee, Woori Kim, Ji Hun Kim, Yongjae Lee, Soonkyu Hwang, Gahyeon Kim, Hyeseong Kim, Qingyun Dan, Matthias Schmidt, Yeo Joon Yoon, Suhyung Cho, Bernhard Palsson, Jay D. Keasling, Byung-Kwan Cho

“…Completion of its 7.9-Mb linear genome enabled accurate re-annotation of the FK506 biosynthetic gene cluster (BGC). …”
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Factors predicting conversion from colon capsule endoscopy to conventional optical endoscopy: findings from the CESCAIL Study by Ian Io Lei, Ioanna Parisi, Anirudh Bhandare, Francisco Porras Perez, Thomas Lee, Chander Shehkar, Mary McStay, Simon Anderson, Angus Watson, Abby Conlin, Rawya Badreldin, Kamran Malik, John Jacob, Andrew Dixon, Jeffrey Butterworth, Nicholas Parsons, Anastasios Koulaouzidis, Ramesh Arasaradnam

“…Statistical modelling employed LASSO selection, followed by multivariate logistic and linear regression. Sensitivity analyses were conducted using both complete case analysis (CCA) and multiple imputation by chained equations (MICE). …”
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Integrated modeling of RF-induced tungsten erosion at ICRH antenna structures in the WEST tokamak by A. Kumar, W. Tierens, T. Younkin, C. Johnson, C. Klepper, A. Diaw, J. Lore, A. Grosjean, G. Urbanczyk, J. Hillairet, P. Tamain, L. Colas, C. Guillemaut, D. Curreli, S. Shiraiwa, N. Bertelli, the WEST Team

“…STRIPE is also being applied to other RF-heated linear and toroidal devices, offering valuable insights for antenna design, impurity control, and performance optimization in next-generation fusion reactors.…”
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Immunoglobulin G absorption dynamics in neonatal calves: An investigation of the effects of casein presence in colostrum by E.V. Lopez-Bondarchuk, J.M.V. Pereira, G. Mazon, J.V.R. Lovatti, A.J. Geiger, J.H.C. Costa

“…Vigor score was categorized as abnormal (≤4), average (5), or alert (≥6), with hour as a fixed effect. Mixed linear models were used to evaluate the effect of colostrum treatments on serum IgG, STP, AEA, Cmax, Tmax, AIP, and AUC, with time, dystocia score, calf sex, BW, and a treatment by time interaction as fixed effects. …”
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Large-area urban TomoSAR method with limited a priori knowledge and a complex deep learning model by Haoxuan Duan, Yuzhou Liu, Hong Zhang, Peifeng Ma, Zhongqi Shi, Zihuan Guo, Yixian Tang, Fan Wu, Chao Wang

“…Buildings are crucial to cities, and tomographic synthetic aperture radar (TomoSAR) is an important tool for monitoring the heights, linear deformations and thermal amplitudes of buildings. …”
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Development of a one-step multiplex RT-qPCR method for rapid detection of bovine diarrhea viruses by Dequan Yang, Li Ma, Zhongping Yang, Xianchao Yang, Jian Wang, Houbin Ju, Chunguang Lu, Yonggang Weng, Heping Zhao, Haixiao Shen, Xin Li, Feifei Ge, Xiaoxu Wang, Xiujuan Wu, Meng Xiang, Guidan Feng, Congsheng Tang, Shixin Huang, Hongjin Zhao

“…Furthermore, the assay exhibited excellent reproducibility, with coefficients of variation below 1.5%, a strong linear correlation (R2 &gt; 0.996), and an amplification efficiency between 90% and 110%. …”
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The Analysis of Process of Crushing in the Vibrocavitational Homogenizer by E. V. Flisyuk, S. S. Belokurov, I. A. Narkevich, O. M. Flisyuk, D. Yu. Ivkin

“…In addition, the obtained dependence for the average probability of particle crushing is linear. This Expression quite accurately describes the values of the change in time of the relative mass of particles in the working range n = 16.7 – 83.3 1/s. …”
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Integrated responses of gas exchange and hydraulic traits of wheat leaves to different combination of VPD and soil moisture by Lijuan Wang, Yanqun Zhang, Hao Li, Xinlong Hu, Pancen Feng, Yan Mo, Baozhong Zhang, Di Xu, Shihong Gong

“…A significantly positive correlation between Kleaf and P50 was observed, indicating a trade-off between hydraulic safety and efficiency. Coordination between gas exchange and Kleaf was observed, with a horizontal asymptotic relationship between gs and Kleaf under LVPD versus a linear correlation under HVPD. …”
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Application of the Finite Difference Parabolic Equation Model in Forestry Remote Telemetry by Qi Guo, Yubin Lan, Xiaoling Deng, Yinliang Diao

“…The FDPE method is more efficient and convenient than the empirical models and has more advantages on compatibility and accuracy for long-range EWs prediction. …”
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