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20182026
most citedTensor network approaches for learning non-linear dynamical laws

11 citations · 36 across the 17 of their papers we have counts for

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9 papers · 1 filter

quant-ph2024

Short-time simulation of quantum dynamics by Pauli measurements

Paul K. Faehrmann, Jens Eisert, Maria Kieferova +1

Simulating the dynamics of complex quantum systems is a central application of quantum devices. Here, we propose leveraging the power of measurements to simulate short-time quantum…

quant-ph2024

Interactive proofs for verifying (quantum) learning and testing

Matthias C. Caro, Jens Eisert, Marcel Hinsche +3

We consider the problem of testing and learning from data in the presence of resource constraints, such as limited memory or weak data access, which place limitations on the effici…

quant-ph20242 cited

Benchmarking bosonic and fermionic dynamics

Jadwiga Wilkens, Marios Ioannou, Ellen Derbyshire +4

Analog quantum simulation allows for assessing static and dynamical properties of strongly correlated quantum systems to high precision. To perform simulations outside the reach of…

quant-ph2024

Experimental measurement and a physical interpretation of quantum shadow enumerators

Daniel Miller, Kyano Levi, Lukas Postler +18

Throughout its history, the theory of quantum error correction has heavily benefited from translating classical concepts into the quantum setting. In particular, classical notions…

quant-ph2024

Learning topological states from randomized measurements using variational tensor network tomography

Yanting Teng, Rhine Samajdar, Katherine Van Kirk +5

Learning faithful representations of quantum states is crucial to fully characterizing the variety of many-body states created on quantum processors. While various tomographic meth…

quant-ph2024

Efficient distributed inner product estimation via Pauli sampling

Marcel Hinsche, Marios Ioannou, Sofiene Jerbi +3

Cross-platform verification is the task of comparing the output states produced by different physical platforms using solely local quantum operations and classical communication. W…