ATSim: A Fast and Accurate Simulation Framework for 2.5D/3D Chiplet Thermal Design Optimization
By Qipan Wang 1,2, Tianxiang Zhu 1, Jiajia Cui 1, Yicheng Wei 1, Linxiao Shen 1, Zhe Cheng 1, Runsheng Wang 1,3,4, Ru Huang 1,3,4, Yibo Lin 1,3,4
1 School of Integrated Circuits, Peking University
2 Academy for Advanced Interdisciplinary Studies, Peking University
3 Institute of Electronic Design Automation, Peking University, Wuxi, China
4 Beijing Advanced Innovation Center for Integrated Circuits, Beijing, China
Abstract
This paper reviews the thermal challenges in 2.5D/3D chiplet integration systems and introduces ATSim, a simulation framework with applications to chiplet thermal optimization. ATSim enables fast and accurate thermal simulation for both steady-state and transient conditions. It supports nonlinear, heterogeneous, and anisotropic materials. The framework features a multilevel grid generation scheme based on a novel hybrid tree structure. Compared to mainstream academic and commercial tools, ATSim achieves high accuracy and efficiency, making it a powerful tool for evaluating and improving thermal designs, including applications like thermal-aware placement.
To read the full article, click here
Related Chiplet
- DPIQ Tx PICs
- IMDD Tx PICs
- Near-Packaged Optics (NPO) Chiplet Solution
- High Performance Droplet
- Interconnect Chiplet
Related Technical Papers
- DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design
- 3D-ICE 4.0: Accurate and efficient thermal modeling for 2.5D/3D heterogeneous chiplet systems
- Fast and Accurate Jitter Modeling for Statistical BER Analysis for Chiplet Interconnect and Beyond
- A physics-constrained and data-driven approach for thermal field inversion in chiplet-based packaging
Latest Technical Papers
- Link Quality Aware Pathfinding for Chiplet Interconnects
- Effects of Poor Workload Partitioning on System Performance for Chiplet-Based Systems
- Mozart: Modularized and Efficient MoE Training on 3.5D Wafer-Scale Chiplet Architectures
- Network Design for Wafer-Scale Systems with Wafer-on-Wafer Hybrid Bonding
- CarbonPATH: Carbon-aware pathfinding and architecture optimization for chiplet-based AI systems