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2007.09684
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An unsupervised learning approach to solving heat equations on chip based on Auto Encoder and Image Gradient
19 July 2020
Haiyang He
Jay Pathak
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Papers citing
"An unsupervised learning approach to solving heat equations on chip based on Auto Encoder and Image Gradient"
5 / 5 papers shown
Title
DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC Design
Zhengwu Liu
Yixing Li
Jing Hu
Xinling Yu
Shi-En Shiau
Xin Ai
Zhiyu Zeng
Zheng-Wei Zhang
AI4CE
30
16
0
25 Feb 2023
A composable machine-learning approach for steady-state simulations on high-resolution grids
Rishikesh Ranade
C. Hill
Lalit Ghule
Jay Pathak
AI4CE
33
7
0
11 Oct 2022
A Thermal Machine Learning Solver For Chip Simulation
Rishikesh Ranade
Haiyang He
Jay Pathak
N. Chang
Akhilesh Kumar
Jimin Wen
40
15
0
10 Sep 2022
A composable autoencoder-based iterative algorithm for accelerating numerical simulations
Rishikesh Ranade
C. Hill
Haiyang He
Amir Maleki
Norman Chang
Jay Pathak
AI4CE
41
5
0
07 Oct 2021
Geometry encoding for numerical simulations
Amir Maleki
J. Heyse
Rishikesh Ranade
Haiyang He
Priya Kasimbeg
Jay Pathak
3DV
AI4CE
35
2
0
15 Apr 2021
1