PhD Scholarship Opportunity: Scalable Artificial Intelligence Decoding for Quantum Error Correction

PhD Scholarship Opportunity: Scalable Artificial Intelligence Decoding for Quantum Error Correction Quantum computers suffer from noise or errors which significantly reduce their fidelity to perform large-scale useful computations. To overcome errors, quantum error correction protocols are implemented which detect and correct errors using classical processing known as Decoding. However, decoding must be completed at fast speed and large-scale to ensure errors are fixed before they accumulate. In this project, the student will develop scalable artificial intelligence based methods such as deep neural networks or transformers to perform decoding in microsecond time scales while processing error information from millions of qubits.