pith. sign in

Alena Kopani\v{c}\'akov\'a

Identifiers

  • name variant Alena Kopani\v{c}\'akov\'a 0.60 · backfill

Papers (20)

  1. Introduction to optimization methods for training SciML models math.NA · 2026 · author #1
  2. Leveraging Operator Learning to Accelerate Convergence of the Preconditioned Conjugate Gradient Method math.NA · 2025 · author #1
  3. Recursive Bound-Constrained AdaGrad with Applications to Multilevel and Domain Decomposition Minimization math.OC · 2025 · author #2
  4. Data-Parallel Neural Network Training via Nonlinearly Preconditioned Trust-Region Method cs.LG · 2025 · author #3
  5. Two-level trust-region method with random subspaces math.NA · 2024 · author #2
  6. The limitations of a standard phase-field model in reproducing jointing in sedimentary rock layers physics.geo-ph · 2024 · author #3
  7. DeepOnet Based Preconditioning Strategies For Solving Parametric Linear Systems of Equations math.NA · 2024 · author #1
  8. Parallel Trust-Region Approaches in Neural Network Training: Beyond Traditional Methods math.NA · 2023 · author #3
  9. Enhancing training of physics-informed neural networks using domain-decomposition based preconditioning strategies math.NA · 2023 · author #1
  10. On the use of hybrid coarse-level models in multilevel minimization methods math.NA · 2022 · author #1
  11. Nonlinear Schwarz preconditioning for nonlinear optimization problems with bound constraints math.OC · 2022 · author #2
  12. Blending Neural Operators and Relaxation Methods in PDE Numerical Solvers math.NA · 2022 · author #3
  13. Nonlinear Field-split Preconditioners for Solving Monolithic Phase-field Models of Brittle Fracture math.NA · 2022 · author #1
  14. Globally Convergent Multilevel Training of Deep Residual Networks cs.LG · 2021 · author #1
  15. Multilevel Active-Set Trust-Region (MASTR) Method for Bound Constrained Minimization math.NA · 2021 · author #1
  16. A Multigrid Preconditioner for Jacobian-free Newton-Krylov Methods math.NA · 2021 · author #2
  17. Large scale simulation of pressure induced phase-field fracture propagation using Utopia physics.comp-ph · 2020 · author #2
  18. A Multilevel Approach to Training cs.LG · 2020 · author #2
  19. Multilevel Minimization for Deep Residual Networks cs.LG · 2020 · author #2
  20. Recursive multilevel trust region method with application to fully monolithic phase-field models of brittle fracture math.NA · 2019 · author #1

Mentions

  • 2508.00101 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2507.11513 #2 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2502.05133 #3 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2409.05479 #2 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2208.13273 #3 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2408.14449 #3 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2306.17648 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2211.14780 #2 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2401.02016 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2312.13677 #3 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2103.13890 #2 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2211.15078 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2203.13738 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2107.07572 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2007.12908 #2 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2103.14552 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2006.15602 #2 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2004.06196 #2 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 1903.00379 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a
  • 2601.10222 #1 · arxiv_oai · confidence 0.70 Alena Kopani\v{c}\'akov\'a

Frequent Coauthors