Events
Join us at NC State for the Spring 2023 Semiannual Meeting April 27 & 28
Please mark your calendar for April 27 & 28, 2023 and plan to join us at Illinois for the CAEMLSpring 2023 Semiannual Meeting. Information about registration and the agenda will be sent to member company contacts.
Any companies considering membership ahead of the meeting can contact Center Operations Manager Jill Peckham at jpeckham@illinois.edu or 217-265-5292 for more information on the center, its research and meeting attendance options.
CAEML Webinars
Recordings of past webinars are available to Center members on the CAEML Repository
Polynomial-Based Surrogate Models for Uncertainty Quantification of Passive Electronic Systems Xingjian Shangguan Ilinois student December 20, 2022
Design Space Extrapolation and Inverse Design Using Machine Learning Osama Waqar Bhatti GaTech student December 5, 2022
PPA Modeling and Optimization with Transfer Learning and Evolutionary Algorithms Rhett Davis NC State December 13, 2021
FPGA Hardware Accelerator for Real Time Security Archit Gajjar NC State University student September 23, 2021
Recurrent Neural Network Models for Efficient Simulation of Circuit Aging and Stochastic Effects Jie Xiong Illinois student June 9, 2021
A Machine Learning Based Design Rule Checker Luis Francisco NC State student May 25, 2021
Expressiveness and generalizability of recurrent neural networks for systems modeling Joshua Hanson llinois student May 18, 2021
Machine Learning and Uncertainty Quantification Methods for Hardware Design Xu Chen May 4, 2021
Deus Ex Machina: Learning Techniques for Breakthrough in Side-Channel Security Assessment of Integrated Circuits Aydin Aysu, Professor & Priyank Kashyap and Furkin Aydin NC State students March 22, 2021
High-speed Channel Analysis and Design with Machine Learning Majid Ahadi GaTech student December 10, 2020
Time Series Prediction Using Deep Markov Models Yu Zhou NC State student November 18, 2020
Model-Augmented Estimation of Condition Mutual Information for Feature Selection Alan Yang Illinois student July 21, 2020
Candidate Algorithms for Mixed RF and Circuit Design Paul Franzon July 10, 2020
Demystifying ML Hakki Torun student GaTech & Madhavan Swaminathan June 24, 2020
Introduction to ML-based FPGA Compilation Anthony Agnesina March 20, 2020
Deep Learning Based Side-Channel Attacks Aydin Aysu & Arjit Raychowdhury NC State student August 12, 2019
Modeling of Electrical Circuits with Recurrent Neural Networks Xu Chen April 3, 2019
Behavioral Model Development for High Speed Links Bowen Li NC State studentFebruary 25, 2019
Surrogate Modeling & Bayesian Optimization Paul Franzon February 12, 2019
ML Techniques for Packaging Problems Madhavan Swaminathan September 19, 2018
Machine Learning Assisted IC Design Modeling, Optimization and IP Reuse Weiyi Qi August 17, 2017