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2311.00259
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Solutions to Elliptic and Parabolic Problems via Finite Difference Based Unsupervised Small Linear Convolutional Neural Networks
1 November 2023
A. Celaya
Keegan L. A. Kirk
David T. Fuentes
Beatrice Riviere
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Papers citing
"Solutions to Elliptic and Parabolic Problems via Finite Difference Based Unsupervised Small Linear Convolutional Neural Networks"
4 / 4 papers shown
Title
Learning Discontinuous Galerkin Solutions to Elliptic Problems via Small Linear Convolutional Neural Networks
A. Celaya
Yimo Wang
David T. Fuentes
Beatrice Riviere
41
0
0
12 Feb 2025
Physics-informed Convolutional Neural Networks for Temperature Field Prediction of Heat Source Layout without Labeled Data
Xiaoyu Zhao
Zhiqiang Gong
Yunyang Zhang
Wen Yao
Xiaoqian Chen
OOD
AI4CE
84
91
0
26 Sep 2021
Densely Connected Convolutional Networks
Gao Huang
Zhuang Liu
Laurens van der Maaten
Kilian Q. Weinberger
PINN
3DV
348
36,437
0
25 Aug 2016
U-Net: Convolutional Networks for Biomedical Image Segmentation
Olaf Ronneberger
Philipp Fischer
Thomas Brox
SSeg
3DV
447
76,039
0
18 May 2015
1