Ilya Tyagin

Q3SAT-GPT: A Generative Model for Discovering Quantum Circuits for the 3-SAT Problem

2026 · Zenodo (CERN European Organization for Nuclear Research)

This work introduces Q3SAT-GPT, a generative model for discovering quantum circuits for the Max-E3-SAT problem. Our method learns from high-performing QAOA-style ansätze and generates candidate circuits that generalize beyond the training set. To create high-quality …