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Convolutional Neural Networks for Steady Flow Approximation

Deep Learning Beyond CS , 清华大学

A uniﬁed deep artiﬁcial neural network approach to partial diﬀerential equations in complex geometries

Deep Learning Beyond CS , 清华大学

Machine-learning-assisted materials discovery using failed experiments

Deep Learning Beyond CS , 清华大学

Deep Learning for Physical Processes: Incorporating Prior Scientific Knowledge

Deep Learning Beyond CS , 清华大学

Overcoming the curse of dimensionality: Solving high-dimensional partial differential equations using deep learning

Deep Learning Beyond CS , 清华大学

Approximate solutions by artificial neural network of hybrid fuzzy differential equations

Deep Learning Beyond CS , 清华大学

A Constrained Backpropagation Approach for the Adaptive Solution of Partial Differential Equations

Deep Learning Beyond CS , 清华大学

Solving differential equations with constructed neural networks

Deep Learning Beyond CS , 清华大学

Bayesian Solution Uncertainty Quantification for Differential Equations

Deep Learning Beyond CS , 清华大学

Machine learning approximation algorithms for high-dimensional fully nonlinear partial diﬀerential equations and second-order backward stochastic diﬀerential equations

Deep Learning Beyond CS , 清华大学

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