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An unsupervised learning approach to solving heat equations on chip
  based on Auto Encoder and Image Gradient

An unsupervised learning approach to solving heat equations on chip based on Auto Encoder and Image Gradient

19 July 2020
Haiyang He
Jay Pathak
ArXivPDFHTML

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
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
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
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
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
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