Learning chaotic systems from noisy data via multi-step optimization and adaptive training von Zhang, Lei, Tang, Shaoqiang, He, Guowei

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Numerical boundary treatment for shock propagation in the fractional KdV-Burgers equation von Guan, Xinyi, Zhang, Qian, Tang, Shaoqiang

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A finite difference approach with velocity interfacial conditions for multiscale computations of crystalline solids von Tang, Shaoqiang

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Analytical expression of RKPM shape functions von Zhang, Lei, Tang, Shaoqiang, Liu, Wing Kam

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Hierarchical deep-learning neural networks: finite elements and beyond von Zhang, Lei, Cheng, Lin, Li, Hengyang, Gao, Jiaying, Yu, Cheng, Domel, Reno, Yang, Yang, Tang, Shaoqiang, Liu, Wing Kam

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Regularized dynamic mode decomposition algorithm for time sequence predictions von Xie, Xiaoyang, Tang, Shaoqiang

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Clustering discretization methods for generation of material performance databases in machine learning and design optimization von Li, Hengyang, Kafka, Orion L., Gao, Jiaying, Yu, Cheng, Nie, Yinghao, Zhang, Lei, Tajdari, Mahsa, Tang, Shan, Guo, Xu, Li, Gang, Tang, Shaoqiang, Cheng, Gengdong, Liu, Wing Kam

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A comparative study of cluster-based methods at finite strain von Yang, Yang, Zhang, Lei, Tang, Shaoqiang

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Why neural networks apply to scientific computing? von Tang, Shaoqiang, Yang, Yang

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Displacement reconstruction and strain refinement of clustering-based homogenization von Zhang, Lei, Tang, Shaoqiang

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Clustering solver for displacement-based numerical homogenization von Tang, Shaoqiang, Zhu, Xi

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Mechanistic Machine Learning: Theory, Methods, and Applications von Paris Perdikaris, Shaoqiang Tang

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Artificial boundary conditions for out-of-plane motion in penta-graphene von Ji, Songsong, Tang, Shaoqiang

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Ruminated Tensor Decomposition algorithm for solving inviscid Burgers' equation von Tang, Shaoqiang, Xu, Hongjian

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Enriched reproducing kernel particle method for fractional advection–diffusion equation von Ying, Yuping, Lian, Yanping, Tang, Shaoqiang, Liu, Wing Kam

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Stable heat jet approach for temperature control of Fermi–Pasta–Ulam beta chain von Liu, Baiyili, Zhang, Qian, Tang, Shaoqiang

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Virtual clustering analysis for phase field model of quasi-static brittle fracture von Tang, Shaoqiang, Miao, Jingcheng

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Solving Advection–Diffusion Equation by Proper Generalized Decomposition with Coordinate Transformation von Guan, Xinyi, Tang, Shaoqiang

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Mathematical foundations of the immersed finite element method von Liu, Wing Kam, Kim, Do Wan, Tang, Shaoqiang

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Clustering analysis for elastodynamic homogenization von Zhu, Xi, Tang, Shaoqiang

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