Eh? Predictor: A deep learning framework to identify detailed routing short violations from a placed netlist

AF Tabrizi, NK Darav, L Rakai, I Bustany… - … on Computer-Aided …, 2019 - ieeexplore.ieee.org
Detailed routing is one of the most challenging aspects of the physical design process. Many
of the violations that occur during the detailed routing stage stem from the placement of the …

Medusa: a multi-resolution machine learning congestion estimation method for 2d and 3d global routing

Z Zhou, Y Pan, GGF Lemieux, A Ivanov - ACM Transactions on Design …, 2023 - dl.acm.org
Routing congestion is one of the many factors that need to be minimized during the physical
design phase of large integrated circuits. In this article, we propose a novel congestion …

Analysis of security of split manufacturing using machine learning

B Zhang, JC Magaña, A Davoodi - Proceedings of the 55th Annual …, 2018 - dl.acm.org
This work is the first to analyze the security of split manufacturing using machine learning,
based on data collected from layouts provided by industry, with 8 routing metal layers, and …

VioNet: A Hierarchical Detailed Routing Wire-short Violation Predictor Based on a Convolutional Neural Network

Y Pan, Z Zhou, SA Sheikholeslam… - IEEE Design & …, 2023 - ieeexplore.ieee.org
Detailed routing is a challenging step of the physical design process, causing design rule
violations and significant time costs. This article presents VioNet, a machine-learning …

Machine learning based techniques for routing interconnects in very large scale integrated (VLSI) circuits

Z Zhou - 2022 - open.library.ubc.ca
Global routing is a significant challenge in Integrated Circuit (IC) designs due to circuits'
increasing number of metal layers, transistors, and the resulting growth in design complexity …

PREDICTION OF DENGUE CASES AND DEATHS USING MACHINE LEARNING ALGORITHM

A Saeed, MF Ullah, M Sauood, SN Ali… - Pakistan Journal of …, 2023 - pjosr.com
This study presents a comprehensive analysis of machine learning algorithms in predicting
Dengue deaths and cases using a dataset containing monthly records of Dengue …

[PDF][PDF] A Machine Learning Predictor and Corrector Framework to Identify and Resolve VLSI Routing Short Violations

A Fakheri Tabrizi - 2018 - prism.ucalgary.ca
Abstract The growth of Very Large Scale Integration (VLSI) technology provokes new
challenges in design automation of Integrated Circuits (ICs). Routability is one of the most …