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Learning quantum systems
The future development of quantum technologies relies on creating and manipulating
quantum systems of increasing complexity, with key applications in computation, simulation …
quantum systems of increasing complexity, with key applications in computation, simulation …
Quantum certification and benchmarking
With the rapid development of quantum technologies, a pressing need has emerged for a
wide array of tools for the certification and characterization of quantum devices. Such tools …
wide array of tools for the certification and characterization of quantum devices. Such tools …
Predicting many properties of a quantum system from very few measurements
Predicting the properties of complex, large-scale quantum systems is essential for
develo** quantum technologies. We present an efficient method for constructing an …
develo** quantum technologies. We present an efficient method for constructing an …
Theory of quantum system certification
The precise control of complex quantum systems promises numerous technological
applications including digital quantum computing. The complexity of such devices renders …
applications including digital quantum computing. The complexity of such devices renders …
General framework for randomized benchmarking
Randomized benchmarking refers to a collection of protocols that in the past decade have
become central methods for characterizing quantum gates. These protocols aim at efficiently …
become central methods for characterizing quantum gates. These protocols aim at efficiently …
Efficient estimation of Pauli channels
Pauli channels are ubiquitous in quantum information, both as a dominant noise source in
many computing architectures and as a practical model for analyzing error correction and …
many computing architectures and as a practical model for analyzing error correction and …
Experimental neural network enhanced quantum tomography
Quantum tomography is currently ubiquitous for testing any implementation of a quantum
information processing device. Various sophisticated procedures for state and process …
information processing device. Various sophisticated procedures for state and process …
Quantum process tomography with unsupervised learning and tensor networks
The impressive pace of advance of quantum technology calls for robust and scalable
techniques for the characterization and validation of quantum hardware. Quantum process …
techniques for the characterization and validation of quantum hardware. Quantum process …
Quantum advantages for Pauli channel estimation
We show that entangled measurements provide an exponential advantage in sample
complexity for Pauli channel estimation, which is both a fundamental problem and a …
complexity for Pauli channel estimation, which is both a fundamental problem and a …
Nonstabilizerness determining the hardness of direct fidelity estimation
In this work, we show how the resource theory of nonstabilizerness quantifies the hardness
of direct fidelity estimation protocols. In particular, the resources needed for a direct fidelity …
of direct fidelity estimation protocols. In particular, the resources needed for a direct fidelity …