ERC Postdoc position in ML/AI-based synthesis and verification of analog ICs
KU Leuven
Leuven, BE
1 dag geleden

Responsibilities

Within the frame of the ERC Advanced Research Grant AnalogCreate () of Prof. Georges Gielen, several PhD positions and one postdoc position are available.

Analog, mixed-signal and RF electronic circuits are essential in many applications like IoT, biomedical, automotive, etc.

Yet, their design remains time consuming and error prone due to the analog complexity and the lack of automation. The overall goal of the AnalogCreate ERC AdG research program is to drastically increase the productivity, optimality and correctness of designing integrated analog electronic circuits.

The novelty of the research is to explore and apply innovative algorithmic techniques, including AI and machine learning, to do this.

Emphasis is on the autonomous self-learning of the design constraints.

This job opening covers a postdoc research position within the frame of the AnalogCreate ERC project. The candidate will contribute to investigating and developing self-learning algorithms towards the automated synthesis of analog circuits.

She / he will have to prototype and validate the methods on actual designs. She / He will also take responsibility in the overall coordination and feasibility demonstration of the AnalogCreate project in interaction with the PhD researchers in the ERC project.

Profile

Candidates should have a strong expertise in either integrated circuits

  • hands-on experience with methods of optimization and / or machine learning / AI
  • Candidates should be motivated,independent, show critical thinking and scientific curiosity, and should have strong team-player skills.

    Required background : Master in Electrical Engineering, Master in Nano Engineering or Master in ComputerScience with proven knowledge of analog / mixed-signal integrated electronic circuits besides the mastering of programming / CAD / AI techniques.

    Excellent proficiency in the English language is required, as well as good communication skills, both oral and written.

    Required background : PhD in Electrical Engineering, PhD in Nano Engineering or PhD in Computer Science with proven experience in both analog / mixed-signal integrated electronic circuits and programming / CAD / AI techniques.

    Offer

    The position offers :

  • A postdoc position for 3 years, possibly extendable with 1-2 extra years, with a competitive monthly stipend.
  • An exciting interdisciplinary research environment at KU Leuven, Europe‚Äôs most innovative university;
  • The possibility to participate in international conferences and collaborations;
  • The possibility to interact with industry;
  • The opportunity to improve leadership skills in coordinating a project and PhD researchers
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