Neural Network Accelerated Implicit Filtering: Integrating Neural Network Surrogates With Provably Convergent Derivative Free Optimization Methods
- Eldad Haber
- Brian Irwin
- et al.
- 2023
- ICML 2023
Conference paper
Publications
13 results for Raviv Gal
Using Deep Neural Networks and Derivative Free Optimization to Accelerate Coverage Closure
- Raviv Gal
- Eldad Haber
- et al.
- 2021
- MLCAD 2021
Conference paperReport on First and Second ACM/IEEE Workshop on Machine Learning for CAD (MLCAD)
- Marilyn Wolf
- Jorg Henkel
- et al.
- 2021
- IEEE Design and Test
PaperAutomatic Scalable System for the Coverage-Directed Generation (CDG) Problem
- Raviv Gal
- Eldad Haber
- et al.
- 2021
- DATE 2021
Conference paperUsing DNNs and smart sampling for coverage closure acceleration
- Raviv Gal
- Eldad Haber
- et al.
- 2020
- MLCAD 2020
Conference paperUsing machine learning clustering to find large coverage holes
- Raviv Gal
- Giora Simchoni
- et al.
- 2020
- MLCAD 2020
Conference paperLate breaking results: FRIENDS - Finding related interesting events via neighbor detection
- Raviv Gal
- Haim Kermany
- et al.
- 2020
- DAC 2020
Conference paperHow to catch a lion in the desert: on the solution of the coverage directed generation (CDG) problem
- Raviv Gal
- Eldad Haber
- et al.
- 2020
- Optimization and Engineering
PaperRisk analysis based on design version control data
- Raviv Gal
- Gil Shurek
- et al.
- 2019
- MLCAD 2019
Conference paperUsing AI for Performance Verification of High-End Processors
- Raviv Gal
- Alex Goldin
- et al.
- 2019
- ICPE 2019
Conference paper