Skip to content
University of Illinois
Coordinated Science Laboratory Grainger College of Engineering

Center for Advanced Electronics through Machine Learning (CAEML)

  • Home
  • Research
    • Modular Machine Learning for Behavioral Modeling of Microelectronic Circuits and Systems
    • High-Dimensional Structural Inference for Non-Linear Deep Markov or State Space Time Series Models
    • Applying Machine Learning to Back End IC Design
    • NL2PPA: Netlist‐to‐PPA Prediction Using Machine Learning
    • Fast, Accurate PPA Model‐Extraction
    • Design Space Exploration Using DNN
    • High-Speed Bus Physical Design Analysis through Machine Learning
    • RNN Models for Computationally‐Efficient Simulation of Circuit Aging Including Stochastic Effects
    • Machine Learning for Trusted Platform Design
    • Enabling Side‐Channel Attacks on Post‐Quantum Protocols through Machine Learning
    • Completed Projects
      • Models to Enable System-level Electrostatic Discharge Analysis
      • Design Rule Checking with Deep Networks
      • Intellectual Property Reuse through Machine Learning
      • Causal Inference for Early Detection of Hardware Failure
      • Optimization of Power Delivery Networks for Maximizing Signal Integrity
      • Machine Learning to Predict Successful FPGA Compilation Strategy
      • Behavioral Model Development for High-Speed Links
  • News
  • Industry Partners
  • People
  • Events
  • I/UCRC’s
  • Contact
  • Member Login

Contact

Principal Investigators

Elyse Rosenbaum
elyse@illinois.edu

Paul Franzon
paulf@ncsu.edu

Madhavan Swaminathan
madhavan.swaminathan@ece.gatech.edu

 

CAEML Operations Manager

Jill Peckham
406 Coordinated Science Lab MC 228
1308 W. Main Street
Urbana, IL 61801

217-265-5292
jpeckham@illinois.edu

An NSF Industry/University Cooperative Research Center

Georgia Institute of Technology    University of Illinois at Urbana-Champaign    North Carolina State University    National Science Foundation

Save

The Grainger College of Engineering
  • Log In