Search Results for author: Shinyu Shiau

Found 1 papers, 1 papers with code

DeepOHeat: Operator Learning-based Ultra-fast Thermal Simulation in 3D-IC Design

1 code implementation25 Feb 2023 Ziyue Liu, Yixing Li, Jing Hu, Xinling Yu, Shinyu Shiau, Xin Ai, Zhiyu Zeng, Zheng Zhang

In this paper, for the first time, we propose DeepOHeat, a physics-aware operator learning framework to predict the temperature field of a family of heat equations with multiple parametric or non-parametric design configurations.

Operator learning

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