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2026-08-04code

SAND: Spatially Adaptive Network Depth for Fast Sampling of Neural Implicit Surfaces(wu

SAND: Spatially Adaptive Network Depth for Fast Sampling of Neural Implicit Surfaces(雾 Clarifaction AI泔水罢了,并非原论文真实复现,应付大作业的玩意只不过神经网络表示模型及其渲染的内容是初学.逐层逼近似乎也算一个可以很有广泛引用的trick. Intro...

code/sand.md

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2026-07-09research/cfd

Neural Networks for PDE

Neural Networks for PDE Basic Structure Simple GNN/CNN 一般不用于拟合算子,只能拟合一个特解.就输入某些初始条件输出解吧. Graph Kernel Network FNO 原始论文是通过格林函数理论保证解算子的形式,提出了迭代形式: $ a \kappa y x \kappa v t \mathcal...

research/cfd/neural-networks-for-pde.md

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