Intelligent unitary synthesis for quantum computing
Systems and techniques that facilitate intelligent unitary synthesis for quantum computing are provided. For example, a system can access a unitary matrix of a quantum payload …
david-kremer-garcia
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1 min read
AI Transpiler Passes Enable Quantum Volume Breakthrough on IBM Hardware
Celebrating the impact of AI transpiler passes on IBM's quantum hardware achievements. Our team's work on AI-powered transpilation helped enable quantum volume milestones of 1024 …
Reinforcement learning based transpilation of quantum circuits
Systems and techniques that facilitate quantum circuit transpiling are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a …
david-kremer
Pauli Network Circuit Synthesis with Reinforcement Learning Paper Published
Celebrating the arxiv publication of the Pauli Network Circuit Synthesis with Reinforcement Learning paper. The AI-powered transpiler pass has been available in the Qiskit …
AI Methods for Approximate Compiling of Unitaries Paper Published
Published research paper on AI methods for approximate compiling of unitaries, accepted at QCE24. The work uses deep learning and autoencoder-like models to enhance quantum circuit …
Reinforcement Learning for Quantum Transpiling: Research Paper Published
Published research demonstrating integration of Reinforcement Learning into quantum transpiling workflows for Qiskit transpiler service. Achieves near-optimal circuit synthesis and …