What is Quantum Machine Learning (QML)?

Insider Brief Machine learning already drives decisions across finance, drug discovery, logistics, and manufacturing. But the datasets and problems in...

The Quantum Insider

Learning to Concatenate Quantum Codes

Concatenating quantum error correction codes scales error correction capability by driving logical error rates down double-exponentially across levels...

arXiv Quantum Physics

Taming Trotter Errors with Quantum Resources

Quantum simulation is a cornerstone application of quantum computing, yet how fundamental quantum resources--entanglement and non-stabilizerness (``ma...

arXiv Quantum Physics

Soft-Quantum Algorithms

Quantum operations on pure states can be fully represented by unitary matrices. Variational quantum circuits, also known as quantum neural networks, e...

arXiv Quantum Physics

Gate-based Readout and Cooling of Neutral Atoms

Neutral atom arrays have seen tremendous progress in quantum simulation, quantum metrology, and fault-tolerant quantum computing. However, hardware co...

arXiv Quantum Physics