2 code implementations • 31 May 2024 • Chinmay Datar, Taniya Kapoor, Abhishek Chandra, Qing Sun, Iryna Burak, Erik Lien Bolager, Anna Veselovska, Massimo Fornasier, Felix Dietrich
Using neural networks as an ansatz for the solution has proven a challenge in terms of training time and approximation accuracy.
no code implementations • 30 Dec 2022 • Maternus Herold, Anna Veselovska, Jonas Jehle, Felix Krahmer
Efficient surrogate modelling is a key requirement for uncertainty quantification in data-driven scenarios.
Supervised dimensionality reduction Uncertainty Quantification