6 citations · 18 across the 5 of their papers we have counts for
5 papers
Towards Improved Quantum Machine Learning for Molecular Force Fields
Yannick Couzinié, Shunsuke Daimon, Hirofumi Nishi +3
This study explores the use of equivariant quantum neural networks (QNN) for generating molecular force fields, focusing on the rMD17 dataset. We consider a QNN architecture based…
First-quantized adiabatic time evolution for the ground state of a many-electron system and the optimal nuclear configuration
Yusuke Nishiya, Hirofumi Nishi, Yannick Couzinié +2
We propose a novel adiabatic time evolution (ATE) method for obtaining the ground state of a quantum many-electron system on a quantum circuit based on first quantization. As a str…
The multicolour East model
Yannick Couzinié
We consider the multicolour East model, a model of glass forming liquids closely related to the East model on . The state space c…
On a front evolution problem for the multidimensional East model
Yannick Couzinié, Fabio Martinelli
We consider a natural front evolution problem the East process on a well studied kinetically constrained model for which the facilitation mechanism is orien…
Weakly reinforced Pólya urns on countable networks
Yannick Couzinié, Christian Hirsch
We study the long-time asymptotics of a network of weakly reinforced Pólya urns. In this system, which extends the WARM introduced by R. van der Hofstad et. al. (2016) to countable…