3 papers
cs.CE2024
Solving 1D Poisson problem with a Variational Quantum Linear Solver
Giorgio Tosti Balducci, Boyang Chen, Matthias Möller +1
Different hybrid quantum-classical algorithms have recently been developed as a near-term way to solve linear systems of equations on quantum devices. However, the focus has so far…
quant-ph2024
Quantum-assisted Stacking Sequence Retrieval and Laminated Composite Design
Arne Wulff, Swapan Madabhushi Venkata, Boyang Chen +3
We, the QAIMS lab lab at the Aerospace Faculty of TU Delft, participated as finalists in the Airbus/BMW Quantum Computing Challenge 2024. Stacking sequence retrieval, a complex com…
quant-ph2024
NN-AE-VQE: Neural network parameter prediction on autoencoded variational quantum eigensolvers
Koen Mesman, Yinglu Tang, Matthias Moller +2
A longstanding computational challenge is the accurate simulation of many-body particle systems. Especially for deriving key characteristics of high-impact but complex systems such…