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20102026
most citedLearning tensor networks with tensor cross interpolation: new algorithms and libraries

41 citations · 90 across the 17 of their papers we have counts for

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Showing 2026Show all

6 papers · 1 filter

quant-ph2026

A fidelity metric for quantum annealing benchmarked by extreme scaling quantum Monte-Carlo simulations

Gabriel Gouraud, Miha Srdinsek, Xavier Waintal

Quantum annealers are supposed to follow adiabatically the ground state of a system as its Hamiltonian slowly interpolates between a trivial phase and a non-trivial one; the non-tr…

quant-ph2026

A multilevel tensor network compression technique for simulating Lindblad dynamics in superconducting circuits

Adrien Moulinas, Xavier Waintal

Designing superconducting quantum hardware requires simulation tools that can account for various deviations from ideal scenarios. This, in turn, requires approaches that automatic…

cond-mat.str-el2026

Replica Tensor Train

Miha Srdinsek, Gabriel Gouraud, Xavier Waintal

We describe a numerical many-body technique that is based on both tensor networks and quantum Monte Carlo. The variational ansatz is a tensor network that can harvest volume-law en…

quant-ph2026

Tailoring tensor network techniques to the quantics representation for highly inhomogeneous problems and few body problems

Jheng-Wei Li, Nicolas Jolly, Xavier Waintal

Tensor network techniques are becoming increasingly popular tools to solve partial differential equations within the so-called quantics representation. Their popularity stems from…

cond-mat.mes-hall2026

Effect of electron-electron interactions on the propagation of ultrashort voltage pulses in a Mach-Zehnder interferometer

Prasoon Kumar, Thomas Kloss, Xavier Waintal

Electronic interferometers have been identified as possible candidates for building electronic flying qubits. Such a regime requires ultrafast voltage pulses whose duration is shor…

quant-ph2026

Who can compete with quantum computers? Lecture notes on quantum inspired tensor networks computational techniques

Xavier Waintal, Chen-How Huang, Christoph W. Groth

This is a set of lectures on tensor networks with a strong emphasis on the core algorithms involving Matrix Product States (MPS) and Matrix Product Operators (MPO). Compared to oth…