output
20182021
most citedSolving nonlinear differential equations with differentiable quantum circuits

193 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2020Show all

3 papers · 1 filter

quant-ph2020★ 193 cited

Solving nonlinear differential equations with differentiable quantum circuits

Oleksandr Kyriienko, Annie E. Paine, Vincent E. Elfving

We propose a quantum algorithm to solve systems of nonlinear differential equations. Using a quantum feature map encoding, we define functions as expectation values of parametrized…

quant-ph2020★ 65 cited

Learning models of quantum systems from experiments

Antonio A. Gentile, Brian Flynn, Sebastian Knauer +6

An isolated system of interacting quantum particles is described by a Hamiltonian operator. Hamiltonian models underpin the study and analysis of physical and chemical processes th…

quant-ph2020★ 52 cited

Simulating quantum chemistry in the seniority-zero space on qubit-based quantum computers

Vincent E. Elfving, Marta Millaruelo, José A. Gámez +1

Accurate quantum chemistry simulations remain challenging on classical computers for problems of industrially relevant sizes and there is reason for hope that quantum computing may…