2 papers
cs.AR2026
EDA-Schema-V2: A Multimodal Schema, Open Datasets, and Benchmarks for Machine Learning in Digital Physical Design
Pratik Shrestha, Alec Aversa, Ioannis Savidis
The continuous scaling of CMOS technology has significantly increased the complexity of very large-scale integrated circuits, driving interest in applying machine learning (ML) to…
cs.LG2025
Deep Representation Learning for Electronic Design Automation
Pratik Shrestha, Saran Phatharodom, Alec Aversa +3
Representation learning has become an effective technique utilized by electronic design automation (EDA) algorithms, which leverage the natural representation of workflow elements…