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Mesoscopic and multiscale modelling in materials论文
Nature Materials2021引用: 370
Accelerating multiscale finite element simulations of history-dependent materials using a recurrent neural network论文
Computer Methods in Applied Mechanics and Engineering2019引用: 254
A deep material network for multiscale topology learning and accelerated nonlinear modeling of heterogeneous materials论文
Computer Methods in Applied Mechanics and Engineering2018引用: 296
Inverse Problems for Partial Differential Equations论文
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Self-consistent clustering analysis: An efficient multi-scale scheme for inelastic heterogeneous materials论文
Computer Methods in Applied Mechanics and Engineering2016引用: 447
Large deformations of planar extensible beams and pantographic lattices: heuristic homogenization, experimental and numerical examples of equilibrium论文
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences2016引用: 385
A review of predictive nonlinear theories for multiscale modeling of heterogeneous materials论文
Journal of Computational Physics2016引用: 484
Topology Optimization for Architected Materials Design论文
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Bayesian Numerical Homogenization论文
Multiscale Modeling and Simulation2015引用: 242
Computational homogenization of nonlinear elastic materials using neural networks论文
International Journal for Numerical Methods in Engineering2015引用: 368
A Phase-Field Method for Propagating Fluid-Filled Fractures Coupled to a Surrounding Porous Medium论文
Multiscale Modeling and Simulation2015引用: 240
Fourier-based schemes for computing the mechanical response of composites with accurate local fields论文
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Quantification of ergodicity in stochastic homogenization: optimal bounds via spectral gap on Glauber dynamics论文
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Localization of elliptic multiscale problems论文
Mathematics of Computation2014引用: 433
Challenges in Multiscale Modeling of Polymer Dynamics论文
Polymers2013引用: 215
How to determine composite material properties using numerical homogenization论文
Computational Materials Science2013引用: 471
Mechanical properties of lattice materials via asymptotic homogenization and comparison with alternative homogenization methods论文
International Journal of Mechanical Sciences2013引用: 253
Generalized multiscale finite element methods (GMsFEM)论文
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Micromechanics of Composite Materials: A Generalized Multiscale Analysis Approach论文
2012引用: 356

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