Towards Real Time Thermal Simulations for Design Optimization using Graph Neural Networks

21 September 2022

Papers citing "Towards Real Time Thermal Simulations for Design Optimization using Graph Neural Networks"

3 / 3 papers shown

Title
DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design Xinling Yu Z. Liu Hai Li Yixing Li Xin Ai Zhiyu Zeng Ian Young Zheng Zhang AI4CE 38 0 0 04 Apr 2025
Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPs Yong-Min Shin Won-Yong Shin 13 1 0 20 Nov 2023
Approximating the full-field temperature evolution in 3D electronic systems from randomized "Minecraft" systems Monika Stipsitz H. Sanchis-Alepuz AI4CE 21 2 0 21 Sep 2022