MErBAG: Mesh Error Based Adaptive Grid Generation in System-Level Thermal Analysis

This work presents an adaptive thermal grid generation method, MErBAG, in the system-level thermal simulation. First, MErBAG iteratively evaluates the grid quality locally by analyzing thermal resistances and temperatures of target grids. Then, MErBAG introduces and utilizes two metrics, non-linearity degree and junction error, to adaptively mesh grids. Finally, we integrate MErBAG into an iterative method for solving linear equations to perform thermal simulation. Compared with an existing machine learning based meshing method, the experimental results show that MErBAG can provide better quality adaptive thermal meshes but use less number of thermal grids.

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Publication Details

Published
2025-04-23
DOI
https://doi.org/10.1109/isqed65160.2025.11014372
Primary Topic
Heat Transfer and Optimization
Type
article
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article

MErBAG: Mesh Error Based Adaptive Grid Generation in System-Level Thermal Analysis

Yu‐Min Lee, Z. Lu, B.K. Tsai, Shih-Chieh Hsu
Heat Transfer and Optimization
article

MErBAG: Mesh Error Based Adaptive Grid Generation in System-Level Thermal Analysis

Yu‐Min Lee, Z. Lu, B.K. Tsai, Shih-Chieh Hsu
article en

Abstract

This work presents an adaptive thermal grid generation method, MErBAG, in the system-level thermal simulation. First, MErBAG iteratively evaluates the grid quality locally by analyzing thermal resistances and temperatures of target grids. Then, MErBAG introduces and utilizes two metrics, non-linearity degree and junction error, to adaptively mesh grids. Finally, we integrate MErBAG into an iterative method for solving linear equations to perform thermal simulation. Compared with an existing machine learning based meshing method, the experimental results show that MErBAG can provide better quality adaptive thermal meshes but use less number of thermal grids.

National Yang Ming Chiao Tung University (TW)
Affordable and clean energy
Openalex Percentile: Top 88%
Heat Transfer and Optimization
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