Quantum-inspired algorithms for multivariate analysis: from interpolation to partial differential equations
In this work we study the encoding of smooth, differentiable multivariate functions in quantum registers, using quantum computers or tensor-network representations. We show that a large family of distributions can be encoded as low-entanglement states of the quantum register. These states can be eff...
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| Format: | Article |
| Language: | English |
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Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften
2021-04-01
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| Series: | Quantum |
| Online Access: | https://quantum-journal.org/papers/q-2021-04-15-431/pdf/ |