Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder Networks

Asia and South Pacific Design Automation Conference (ASP-DAC), 2020

18 September 2020

Papers citing "Thermal and IR Drop Analysis Using Convolutional Encoder-Decoder Networks"

11 / 11 papers shown

LMM-IR: Large-Scale Netlist-Aware Multimodal Framework for Static IR-Drop PredictionDesign Automation Conference (DAC), 2025

125

16 Nov 2025

WACA-UNet: Weakness-Aware Channel Attention for Static IR Drop Prediction in Integrated Circuit Design

104

25 Jul 2025

A Novel Frequency-Spatial Domain Aware Network for Fast Thermal Prediction in 2.5D ICsDesign, Automation and Test in Europe (DATE), 2025

19 Apr 2025

CFIRSTNET: Comprehensive Features for Static IR Drop Estimation with Neural NetworkInternational Conference on Computer Aided Design (ICCAD), 2024

190

13 Feb 2025

Static IR Drop Prediction with Attention U-Net and Saliency-Based Explainability

Lizi Zhang

A. Davoodi

244

06 Aug 2024

PDNNet: PDN-Aware GNN-CNN Heterogeneous Network for Dynamic IR Drop Prediction

212

27 Mar 2024

RLPlanner: Reinforcement Learning based Floorplanning for Chiplets with Fast Thermal Analysis

137

28 Dec 2023

A Thermal Machine Learning Solver For Chip SimulationWorkshop on Machine Learning for CAD (ML4CAD), 2022

273

10 Sep 2022

Worst-Case Dynamic Power Distribution Network Noise Prediction Using Convolutional Neural NetworkDesign Automation Conference (DAC), 2022

27 Apr 2022

Encoder-Decoder Networks for Analyzing Thermal and Power Delivery Networks

106

27 Oct 2021

OpeNPDN: A Neural-network-based Framework for Power Delivery Network Synthesis

V. A. Chhabria

S. Sapatnekar

101

27 Oct 2021