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所有实验室用户成员设备研究论文大学

用户

王敬宜

李业新

徐雪阳

stevelee

李志达

刘汉强

袁春英

郭园文

一叶秋

王颖迪

成员

雷雪玲

宋时安

蔡雨婷

刘衍超

徐利

彭芳

陈亚飞

代科

张彬

林琅

论文

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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