Alena Kopaničáková

机构：Università della Svizzera italiana · ORCID：0000-0001-8388-5518

发表论文 51 篇 · 总被引 285 次 · h-index 9

代表论文

Enhancing Training of Physics-Informed Neural Networks Using Domain Decomposition–Based Preconditioning Strategies (2024 · SIAM Journal on Scientific Computing · 被引 30)
Blending neural operators and relaxation methods in PDE numerical solvers (2024 · Nature Machine Intelligence · 被引 28)
DeepONet Based Preconditioning Strategies for Solving Parametric Linear Systems of Equations (2025 · SIAM Journal on Scientific Computing · 被引 22)
Multilevel Objective-Function-Free Optimization with an Application to Neural Networks Training (2023 · SIAM Journal on Optimization · 被引 7)
Leveraging operator learning to accelerate convergence of the preconditioned conjugate gradient method (2025 · Machine learning for computational science and engineering · 被引 3)
DeepOnet Based Preconditioning Strategies For Solving Parametric Linear Systems of Equations (2024 · arXiv (Cornell University) · 被引 3)