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Published:
神经网络可以作为通用的函数逼近器。但是还有一个古老的理论——Universal Approximation Theorem for Operator(Chen et al. 1995)表示,神经网络可以被用来逼近数学算子(比如积分,常微分方程ODEs,偏微分方程PDEs),实现函数到函数/实数的映射。为了方便讨论,我们用$G$来表示要拟合的算子,$G(u)(y)$则是经过算子操作得到的新函数在$y$处的值。比如,$G$可以表示对函数$u(x)$做不定积分,$G: u(x) →s(x)=\int_0^xu(\tau)d\tau$。
Published:
计算Ax=b,A为稀疏矩阵。
Short description of portfolio item number 1
Short description of portfolio item number 2
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1). http://academicpages.github.io/files/paper1.pdf
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3). http://academicpages.github.io/files/paper3.pdf
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.