As the technology fabrication processes improve towards nanometer-scale nodes, it is more and more complex to maintain the performance increase foreseen by Moore Law. To cope with this issue, technology processes provide various enhancing featuresi. More over, elementary components such as logic gates become legion. Providing a relevant design framework thus becomes a huge manual development task. As AI grows, it shows its skill to help decision making and hence components design, shaping a promising candidate to automate design flow. In this PhD subject, you will work on an AI model (LLM) capable of understanding electronic components. The works ultimately aim at developing a generation engine for electronic components.
Throughout this PhD, interdisciplinary research works will encompass a broad spectrum of knowledge around integrated electronics design, spanning microelectronics processes, electronic functions and logic gates implementation, neural networks architectures, large language models and generative AI.