158 citations · 160 across the 3 of their papers we have counts for
3 papers
quant-ph2023
Provable advantages of kernel-based quantum learners and quantum preprocessing based on Grover's algorithm
Till Muser, Elias Zapusek, Vasilis Belis +1
There is an ongoing effort to find quantum speedups for learning problems. Recently, [Y. Liu et al., Nat. Phys. , 1013--1017 (2021)] have proven an exponential speedup…
quant-ph2023★ 2 cited
Deep learning-based quantum algorithms for solving nonlinear partial differential equations
Lukas Mouton, Florentin Reiter, Ying Chen +1
Partial differential equations frequently appear in the natural sciences and related disciplines. Solving them is often challenging, particularly in high dimensions, due to the "cu…
cond-mat.quant-gas2014★ 158 cited
Entanglement and spin squeezing in non-Hermitian phase transitions
Tony E. Lee, Florentin Reiter, Nimrod Moiseyev
We show that non-Hermitian dynamics generate substantial entanglement in many-body systems. We consider the non-Hermitian Lipkin-Meshkov-Glick model and show that its phase transit…