67 citations · 87 across the 3 of their papers we have counts for
3 papers
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…
cs.LG2021★ 7 cited
Neural-network acceleration of projection-based model-order-reduction for finite plasticity: Application to RVEs
S. Vijayaraghavan, L. Wu, L. Noels +3
Compared to conventional projection-based model-order-reduction, its neural-network acceleration has the advantage that the online simulations are equation-free, meaning that no sy…