4 papers
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…
Predicting Open-Hole Laminates Failure Using Support Vector Machines With Classical and Quantum Kernels
Giorgio Tosti Balducci, Boyang Chen, Matthias Möller +2
Modeling open hole failure of composites is a complex task, consisting in a highly nonlinear response with interacting failure modes. Numerical modeling of this phenomenon has trad…
Overcoming the cohesive zone limit in the modelling of composites delamination with TUBA cohesive elements
Giorgio Tosti Balducci, Boyang Chen
The wide adoption of composite structures in the aerospace industry requires reliable numerical methods to account for the effects of various damage mechanisms, including delaminat…
Quantum Neural Networks for Power Flow Analysis
Zeynab Kaseb, Matthias Moller, Giorgio Tosti Balducci +2
This paper explores the potential application of quantum and hybrid quantum-classical neural networks in power flow analysis. Experiments are conducted using two datasets based on…