arXiv · Machine Learning Theory· Kalp Shah, Andrei Vlad Nicula, Mihnea Andrei B\^arsan, Robert-Stefan Sofroni, Agneya Bhardwaj, Jan Jel\'inek, Alejandro Valverde Mahou·· 3 hr agoAI score20
用于二维与三维 Laplace 问题的富集全纯神经网络
Enriched Holomorphic Neural Networks for 2D and 3D Laplace Problems
AI brief
研究提出富集全纯神经网络，将由局部几何与边界条件导出的奇异函数与全纯神经网络结合，表示按构造即为调和函数，无需内部残差，网络仅从边界数据拟合光滑余项，奇异性由富集项捕捉。
Source: arXiv · Machine Learning Theory · arxiv.org