A Machine Learning Approach for Area Prediction of Hardware Designs from Abstract Specifications. - Elena Zennaro; Lorenzo Servadei; Keerthikumara Devarajegowda; Wolfgang Ecker (DSD, 2018)

Quality Assessment of Generated Hardware Designs Using Statistical Analysis and Machine Learning. - Lorenzo Servadei; Elena Zennaro; Keerthikumara Devarajegowda; Wolfgang Ecker; Robert Wille (CIMA@ICTAI, 2018)

Accurate Cost Estimation of Memory Systems Inspired by Machine Learning for Computer Vision. - Lorenzo Servadei; Elena Zennaro; Keerthikumara Devarajegowda; Martin Manzinger; Wolfgang Ecker; Robert Wille (DATE, 2019)

Using Machine Learning for predicting area and Firmware metrics of hardware designs from abstract specifications. - Lorenzo Servadei; Elena Zennaro; Tobias Fritz; Keerthikumara Devarajegowda; Wolfgang Ecker; Robert Wille (Microprocess. Microsystems, 2019)

SoC Design Automation with ML - It's Time for Research. - Vijay Deep Bhatt; Wolfgang Ecker; Volkan Esen; Zhao Han; Daniela Sanchez Lopera; Rituj Patel; Lorenzo Servadei; Sahil Singla 003; Sven Wenzek; Vijaydeep Yadav; Elena Zennaro (MLCAD, 2020)

Accurate Cost Estimation of Memory Systems Utilizing Machine Learning and Solutions from Computer Vision for Design Automation. - Lorenzo Servadei; Edoardo Mosca; Elena Zennaro; Keerthikumara Devarajegowda; Michael Werner; Wolfgang Ecker; Robert Wille (IEEE Trans. Computers, 2020)