Construction of Coarse-Grained Molecular Dynamics with Many-Body Non-Markovian Memory von Lyu, Liyao, Lei, Huan

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MIM: A deep mixed residual method for solving high-order partial differential equations von Lyu, Liyao, Zhang, Zhen, Chen, Minxin, Chen, Jingrun

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Local Discontinuous Galerkin Methods with Novel Basis for Fractional Diffusion Equations with Non-smooth Solutions von Lyu, Liyao, Chen, Zheng

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On the generalization ability of coarse-grained molecular dynamics models for non-equilibrium processes von Lyu, Liyao, Lei, Huan

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Consensus-based construction of high-dimensional free energy surface von Lyu, Liyao, Lei, Huan

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Construction of coarse-grained molecular dynamics with many-body non-Markovian memory von Lyu, Liyao, Lei, Huan

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On the generalization ability of coarse-grained molecular dynamics models for non-equilibrium processes von Lyu, Liyao, Lei, Huan

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Consensus-based construction of high-dimensional free energy surface von Lyu, Liyao, Lei, Huan

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A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties von Chen, Jingrun, Jin, Shi, Lyu, Liyao

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A QMC-deep learning method for diffusivity estimation in random domains von Lyu, Liyao, Zhang, Zhiwen, Chen, Jingrun

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A consensus-based global optimization method with adaptive momentum estimation von Chen, Jingrun, Jin, Shi, Lyu, Liyao

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Reproducing Activation Function for Deep Learning von Liang, Senwei, Lyu, Liyao, Wang, Chunmei, Yang, Haizhao

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Enforcing exact boundary and initial conditions in the deep mixed residual method von Lyu, Liyao, Wu, Keke, Du, Rui, Chen, Jingrun

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MIM: A deep mixed residual method for solving high-order partial differential equations von Lyu, Liyao, Zhang, Zhen, Chen, Minxin, Chen, Jingrun

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Quasi-Monte Carlo sampling for machine-learning partial differential equations von Chen, Jingrun, Du, Rui, Li, Panchi, Lyu, Liyao

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A Deep Learning Based Discontinuous Galerkin Method for Hyperbolic Equations with Discontinuous Solutions and Random Uncertainties von Chen, Jingrun, Shi, Jin, Lyu, Liyao

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A consensus-based global optimization method with adaptive momentum estimation von Chen, Jingrun, Shi, Jin, Lyu, Liyao

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Reproducing Activation Function for Deep Learning von Liang, Senwei, Lyu, Liyao, Wang, Chunmei, Yang, Haizhao

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Enforcing exact boundary and initial conditions in the deep mixed residual method von Lyu, Liyao, Wu, Keke, Du, Rui, Chen, Jingrun

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MIM: A deep mixed residual method for solving high-order partial differential equations von Lyu, Liyao, Zhang, Zhen, Chen, Minxin, Chen, Jingrun

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