LLM-Powered Autonomous Agents for Spintronic Device Optimization: From Rule-Based to AI-Driven Design

Santhosh Sivasubramani, Themis Prodromakis

Submission Type: I want my submission to be considered for both oral and poster presentation.

Keywords: skyrmion, spintronics, AI agent, LLM, OpenAI, device optimization

TL;DR: We develop an autonomous AI agent powered by GPT-4's function calling to optimize magnetic skyrmion in-memory compute devices.

Confirmation Of Submission Requirements: I submit an abstract. It uses the template provided on the submission page and is no longer than 2 pages.

Submission Number: 235