Research & Publications

Selected work in quantum computing, quantum measurement, and machine learning.

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Machine-Learning-Based Prediction of Quantum Magic

Deep-learning research for predicting quantum-state magic from local measurements, with tensor-network simulation for larger quantum systems. Co-First Author.

Quantum Machine LearningDeep LearningTensor NetworksQuantum Magic

⚛️Quantum Research

Research in quantum computing, quantum measurement, and machine learning

Multiparticle entanglement of nuclear spins in silicon

Multiparticle entanglement of nuclear spins in silicon

Quantum Research

Nature Communications research on preparing and characterizing nine classes of four-qubit entanglement in a silicon nuclear-spin platform. Second Author.

Quantum CompilationBidirectional BFSQuantum CircuitsMultipartite Entanglement
Optimal quantum overlapping tomography: Theory and experiment

Optimal quantum overlapping tomography: Theory and experiment

Quantum Research

Physical Review Applied research combining optimized measurement schemes with deep learning to recognize four-qubit entanglement from partial measurements. Second Author.

Quantum TomographyBinary Integer ProgrammingDeep Neural NetworksEntanglement Classification

Machine-Learning-Based Prediction of Quantum Magic

Quantum Research

Deep-learning research for predicting quantum-state magic from local measurements, with tensor-network simulation for larger quantum systems. Co-First Author.

Quantum Machine LearningDeep LearningTensor NetworksQuantum Magic