67 citations · 80 across the 3 of their papers we have counts for
3 papers
cs.CE2025
A hybrid framework integrating classical computers and quantum annealers for optimisation of truss structures
Van-Dung Nguyen, Erin Kuci, Michel Rasquin +1
This work proposes a hybrid framework combining classical computers with quantum annealers for structural optimisation. At each optimisation iteration of an iterative process, two…
cs.CE2023★ 13 cited
A quantum annealing-sequential quadratic programming assisted finite element simulation for non-linear and history-dependent mechanical problems
Van-Dung Nguyen, Ling Wu, Françoise Remacle +1
We propose a framework to solve non-linear and history-dependent mechanical problems based on a hybrid classical computer -- quantum annealer approach. Quantum Computers are antici…
cs.CE2021★ 67 cited
Recurrent Neural Networks (RNNs) with dimensionality reduction and break down in computational mechanics; application to multi-scale localization step
Ling Wu, Ludovic Noels
Artificial Neural Networks (NNWs) are appealing functions to substitute high dimensional and non-linear history-dependent problems in computational mechanics since they offer the p…