Quantinuum Unveils GenQAI: AI-Guided Quantum Search for Molecular Ground States
Mohamed Abdel-Kareem2025-05-01T17:01:39-07:00Quantinuum has introduced Generative Quantum AI (GenQAI), a hybrid approach that integrates quantum data generation with transformer-based machine learning to address challenges at the intersection of quantum computing and artificial intelligence. Central to this methodology is the Generative Quantum Eigensolver (GQE), which leverages data generated from quantum circuits to train a transformer model that proposes improved quantum circuits. This iterative feedback loop enables the system to progressively identify quantum states with lower energy, improving the search for ground states of molecules—a fundamental problem in quantum chemistry. To validate the GQE framework, Quantinuum tested the method on the hydrogen molecule (H₂), a [...]