2 papers
quant-ph2026
Solving Nonlinear Partial Differential Equations via a Hybrid Newton Method Using Quantum Linear System Solver
Maximilian Mandelt Buxadé, Stefan Langer, Philipp Bekemeyer
To approximate solutions of complex nonlinear partial differential equations remains a computational challenge, especially for sets of equations relevant in industry, such as Euler…
physics.flu-dyn2025
Physics-Informed Neural Networks for Transonic Flows around an Airfoil
Simon Wassing, Stefan Langer, Philipp Bekemeyer
Physics-informed neural networks have gained popularity as a deep-learning based parametric partial differential equation solver. Especially for engineering applications, this appr…