DOSnet as a Non-Black-Box PDE Solver: When Deep Learning Meets Operator Splitting

11 December 2022

Papers citing "DOSnet as a Non-Black-Box PDE Solver: When Deep Learning Meets Operator Splitting"

10 / 10 papers shown

Title
Quantifying Training Difficulty and Accelerating Convergence in Neural Network-Based PDE Solvers Chuqi Chen Qixuan Zhou Yahong Yang Yang Xiang Tao Luo 29 1 0 08 Oct 2024
CAPEEN: Image Captioning with Early Exits and Knowledge Distillation Divya J. Bajpai M. Hanawal VLM 26 1 0 06 Oct 2024
Euler's Elastica Based Cartoon-Smooth-Texture Image Decomposition Roy Y. He Hao Liu 30 1 0 03 Jul 2024
Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations Chuqi Chen Yahong Yang Yang Xiang Wenrui Hao 26 2 0 23 May 2024
Double-well Net for Image Segmentation Haotian Liu Jun Liu Raymond H. F. Chan Xue-Cheng Tai 55 7 0 31 Dec 2023
Energy stable neural network for gradient flow equations Gang-Han Fan Tianyu Jin Yuan Lan Yang Xiang Luchan Zhang 41 0 0 17 Sep 2023
Connections between Operator-splitting Methods and Deep Neural Networks with Applications in Image Segmentation Hao Liu X. Tai Raymond H. F. Chan 23 3 0 18 Jul 2023
PottsMGNet: A Mathematical Explanation of Encoder-Decoder Based Neural Networks X. Tai Hao Liu Raymond H. F. Chan 41 10 0 18 Jul 2023
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 271 2,315 0 18 Oct 2020
Nonlinear Interference Mitigation via Deep Neural Networks Christian Hager H. Pfister 29 137 0 17 Oct 2017