Search Results - "integration algorithm"

Stacking integration algorithm based on CNN-BiLSTM-Attention with XGBoost for short-term electricity load forecasting by Luo, Shucheng, Wang, Baoshi, Gao, Qingzhong, Wang, Yibao, Pang, Xinfu

“…Improving the accuracy of electric load forecasting is critical for grid stability, industrial production, and residents' daily lives. Traditional short-term…”
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Novel analytical solutions of stochastic Ginzburg-Landau equation driven by Wiener process via the improved modified extended tanh function method by Alhojilan, Yazid, Ahmed, Hamdy M.

“…In this manuscript, the improved modified extended tanh integration technique is implemented to investigate the exact solutions of stochastic Ginzburg–Landau…”
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Two families of dual-explicit model-based integration algorithms with controllable numerical damping for structural dynamic problems by Fu, Bo, Lavery Ilunga, Stephane, Chen, Jin

“…Based on the recently proposed multi-sub-step implicit β1/β2-Bathe method and a novel mapping strategy on the error equation, this paper presents two families…”
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Multiscale modeling of diffuse damage and localized cracking in quasi-brittle materials under compression with a quadratic friction law by Zhao, Lun-Yang, Ren, Lu, Liu, Ling-Hui, Lai, Yuan-Ming, Niu, Fu-Jun, You, Tao

“…The diffuse damage and localized cracking of quasi-brittle materials (i.e., rocks and concretes) under compression can be delineated by a matrix-microcrack…”
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Simulating shot peening based on a dislocation density-based model with a novel time integration algorithm by Ren, FeiHu, Zhao, MingHao, Lu, Chunsheng, Zhang, JianWei, Wang, BingBing

“…•A novel time integration algorithm is proposed for a dislocation density-based model.•The coupling of microscopic dislocation density and macroscopic…”
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Limitations and insights regarding atmospheric mercury sampling using gold by Gačnik, Jan, Lyman, Seth, Dunham-Cheatham, Sarrah M., Gustin, Mae Sexauer

“…Atmospheric mercury (Hg) concentrations are quantified primarily through preconcentration on gold (Au) cartridges through amalgamation and subsequent thermal…”
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Dynamic analysis method of cable structures based on coupled integration algorithm by Su, Hongchen, Jia, Chuanguo, Li, Yutao, Zhao, Jinji, Yuan, Ziao, Zhang, Tao

“…•This paper innovatively derives a coupled integration algorithm for solving the DAEs——GC-α method.•By combining this method with the ANCF, a dynamic analysis…”
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A constitutive model for amorphous thermoplastics from low to high strain rates: Formulation and computational aspects by Carvalho Alves, A. Francisca, Ferreira, Bernardo P., Andrade Pires, F.M.

“…In this paper, a recently proposed finite strain visco-elastic visco-plastic (three-dimensional) constitutive model is extended to predict the nonlinear…”
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The study of the method for the Φ values across the entire regional range of α in the frequency calculation of the P-Ⅲ distribution by Qifeng, Song, Xi, Chen, Zhicai, Zhang

“…•Proposed a method for the Φ values across the entire regional range of α in the frequency calculation of the P-Ⅲ distribution.•Resolved the issue of slow…”
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Degradation analysis based on an extended inverse Gaussian process model with skew-normal random effects and measurement errors by Hao, Songhua, Yang, Jun, Berenguer, Christophe

“…•Extend traditional IG process by incorporating skew-normal random effects.•Derive analytically the lifetime distribution for the proposed EIG process…”
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Three dimensional mechanical behaviors of in-plane functionally graded plates by Zhang, Pengchong, Qi, Chengzhi, Fang, Hongyuan, He, Wei

“…A semi-analytical solution procedure to investigate the distributions of displacement and stress components in the in-plane functionally graded plates based on…”
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Multimodel ensemble estimation of Landsat-like global terrestrial latent heat flux using a generalized deep CNN-LSTM integration algorithm by Guo, Xiaozheng, Yao, Yunjun, Tang, Qingxin, Liang, Shunlin, Shao, Changliang, Fisher, Joshua B., Chen, Jiquan, Jia, Kun, Zhang, Xiaotong, Shang, Ke, Yang, Junming, Yu, Ruiyang, Xie, Zijing, Liu, Lu, Ning, Jing, Zhang, Lilin

“…•CNN-LSTM-ILE outperforms all the LE products used in integration method.•CNN-LSTM-ILE that combines information from LE products, EC and topography.•The…”
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A novel constitutive model for S30408 stainless steel considering strain memory effect: Formulation and implementation by Zheng, Shuai, Liu, Ling, Zhang, Yuelin

“…To predict seismic behavior of steel structures and conduct performance-based seismic design, a precise constitutive model to accurately reflect the…”
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Multiscale friction-damage mechanics of layered rocks: Theoretical formulation and numerical simulation by Ren, Lu, Zhao, Lunyang, Niu, Fujun, Lai, Yuanming, Song, Danqing, Zhu, Qizhi, Shao, Jianfu

“…Layered rocks (LR) exhibit inherent anisotropic stiffness and strength induced by oriented rough weakness planes, along with stress induced anisotropy and…”
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User friendly FE Formulation for anisotropic distortional hardening model based on non-associated flow plasticity and its application to springback prediction by Hu, Qi, Maier, Lorenz, Nishiwaki, Takeshi, Hartmann, Christoph, Volk, Wolfram, Yoon, Jeong Whan

“…•A general anisotropic distortional hardening (ADH) model is implemented based on non-associated flow in a user friendly way.•The numerical efficiency with the…”
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A New Graph Autoencoder-Based Consensus-Guided Model for scRNA-seq Cell Type Detection by Zhang, Dai-Jun, Gao, Ying-Lian, Zhao, Jing-Xiu, Zheng, Chun-Hou, Liu, Jin-Xing

“…Single-cell RNA sequencing (scRNA-seq) technology is famous for providing a microscopic view to help capture cellular heterogeneity. This characteristic has…”
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Investigation of lubricating and dynamic performances for high-speed spur gear based on tribo-dynamic theory by Ouyang, Tiancheng, Huang, Guicong, Chen, Jingxian, Gao, Binxu, Chen, Nan

“…Lubrication and vibration are crucial to the reliability and efficiency of gear device, especially in high-speed, heavy-load condition. In this study, a novel…”
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An efficient finite strain constitutive model for amorphous thermoplastics: Fully implicit computational implementation and optimization-based parameter calibration by Ferreira, Bernardo P., Carvalho Alves, A. Francisca, Andrade Pires, F.M.

“…•A novel visco-elastic visco-plastic constitutive model is consistently formulated.•Well-established rheological elements are judiciously combined.•An implicit…”
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Modifying Drucker-Prager Criterion for Elastoplastic Porous Rocks Using a Numerical Integration Algorithm by Manouchehr Sanei

“…In the topics related to rock mechanics and geotechnics, elastoplastic criteria are of special importance. This importance makes their numerical implementation…”
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Prediction of maximum scour depth downstream of bed sills using integrated machine learning algorithms by Guan, Dawei, Li, Zhanchen, Zheng, Haoran, Hong, Jian-Hao, Fazeres-Ferradosa, Tiago, Asumadu, Richard

“…Accurate prediction of maximum relative scour depth (ys/Hs) is critical for hydraulic infrastructure resilience. This study advances scour depth prediction…”
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