Tu4I: Circuit and System Design Automation using AI and Advanced Techniques - Session Honoring Vladimir G. Gelnovatch

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Tue 9 Jun | 15:40 - 17:20
153AB
Jose E, Rayas-Sanchez
ITESO - The Jesuit Univ. of Guadalajara
Marco Pirola
Politecnico di Torino
This session addresses advancements in design automation, including developments in the growing fields of artificial intelligence (AI), digital twins, and deep learning for the design and optimization of circuits and systems. It presents works on system-oriented layout optimization of active circuits, continuation algorithms for nonlinear simulation, machine-learning-assisted design, and pixelated optimization and synthesis of passive structures. This session is held in honor of Vladimir G. Gelnovatch.
15:40 - 16:00
Tu4I-1 KEYNOTE: RF Digital Twins: Trading-off Fidelity and Performance Across Models, Simulation Tools, and Hardware Measurements
Giorgia Zuchelli
MathWorks, Inc.
16:00 - 16:20
Tu4I-2 End-to-End AI and Transfer Learning-Based Power Amplifier Synthesis Considering Layout and PVT Effects
ABSTRACT
Luis Mendes, Pedro Paiva, Joao Vaz, Ricardo Martins, Fabio Passos
Instituto De Telecomunicacoes, Instituto Superior Tecnico, Univ. de Lisboa, Univ. de Lisboa, Univ. de Lisboa
16:20 - 16:40
Tu4I-3 Redundancy-Guided Active Data Construction for Efficient ML-Assisted Microwave Design
ABSTRACT
Wei Jiang, Mingyang Liu, LI Du, Jiacheng Guo, Yuan Du
Nanjing Univ., Nanjing Univ., Nanjing Univ., Nanjing Univ., Nanjing Univ.
16:40 - 17:00
Tu4I-4 Tracing Multi-valued Responses in Nonlinear Systems by Linking a Commercial HB Simulator to a Simplicial Algorithm
ABSTRACT
Almudena Suarez, Robert Melville, Franco Ramirez
Universidad de Cantabria, EMECON LLC, Universidad de Cantabria
17:00 - 17:10
Tu4I-5 Advances in Pixelated 2D Electromagnetic Optimization with Distributed and Lumped Devices for Microwave Circuit Design
ABSTRACT
Wenjun Zhang, Chiara Ramella, Marco Pirola, Qi-Jun Zhang
Politecnico di Torino, Politecnico di Torino, Politecnico di Torino, Carleton Univ.
17:10 - 17:20
Tu4I-6 Scalable and Rapid Design of Pixelated Passive Networks via S-Parameter Matrix Synthesis and Cascaded Deep Learning
ABSTRACT
jianjia Hu, Pei-Ling Chi, Tao Yang
Univ. of Science and Technology of China, National Yang Ming Chiao Tung Univ., Univ. of Electronic Science and Technology of China