AI-Driven Optimization and Automation of Integrated Circuit Design

Neha Singh, PhD, is recognized as a well-rounded and dynamic Assistant Professor in the Department of Electronics & Communication Engineering at Manipal University Jaipur, with over 18 years of in-depth experience educating undergraduate and postgraduate engineering students in Electronics & Communication Engineering. Her areas of research interest include image processing, machine learning, VLSI design, and nanodevices. She has several papers and book chapters published in reputable journals and conferences, has co-authored multiple engineering textbooks and served as editor on several titles. Professor Singh has also acted as reviewer in various international and peer reviewed journals and conferences. She has experience as Convener, Session Chair, and organizer of various international conferences, summer internships in Diode Fabrication and Faculty Development Programs, and has guided several M Tech Dissertations, B Tech projects, and PhD scholars in her professional career. She is a Senior Member of IEEE.Shilpi Birla, PhD is an Associate Professor in the Electronics & Communication Department at Manipal University Jaipur. She has over 15 years of teaching and industrial experience. Professor Birla completed her PhD in Low Power VLSI Design, and her research interests include Low Power VLSI Design, Memory Circuits, Digital VLSI Circuits, Nanodevices and Image Processing. She has authored more than 60 research papers in journals of repute and international conferences. She has organized several workshops in HSPICE, TCAD and XILINX, Summer internships in Diode Fabrication and Faculty Development Programs. She has acted as Session Chair, conference steering committee member, editorial board member, and reviewer in international IEEE journals and conferences. She has guided many M. Tech Students and PhD students in the course of her career and is a senior member of IEEE.Chetan Arvind Patil is a semiconductor professional who works for NXP Semiconductors, USA. He obtained an MS in Computer Engineering from Arizona State University, USA.

• 1. Challenges with Traditional Integrated Circuit Design Methods2. Optimization Techniques in Machine Learning for VLSI Design3. Artificial Intelligence for Designing the Next Generation of Semiconductor Devices4. Automation in Analog Circuit Design Using AI5. Neural Networks for Logic Synthesis Optimization6. Reinforcement Learning for Circuit Placement and Routing7. AI-Driven Power Optimization in Integrated Circuits8. Machine Learning Approaches to Fault Detection in Circuit Design9. Advanced Learning and Algorithms for DFT10. Evolutionary Algorithms for Circuit Performance Enhancement11. AI for High-Level Synthesis and Behavioral Simulation12. Automated Design Space Exploration in VLSI Using AI13. AI-Based Techniques for Analog-Mixed Signal Circuit Design14. Artificial Intelligence in Physical Design Automation15. Enhancing Chip Verification using AI16. AI for Development of VLSI Computer-Aided Design (CAD) tools17. Case Studies: Circuit Automation using AI18. Future Trends and Challenges in AI for Circuit Design