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所有实验室用户成员设备研究论文大学

用户

杨磊

汪俊杰

test1

陈佳俊

冯四维

薛含

kunkun

王坤灿

张镇

lijinhua

成员

陈守萌

梅晓童

Yiguang

徐浩威

刘念

马跃荧

熊嘉源

刘振华

潘宏康

姬相玲研究员

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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