Alena Kopanicáková

Orcid: 0000-0001-8388-5518

According to our database1, Alena Kopanicáková authored at least 19 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Two-level trust-region method with random subspaces.
CoRR, 2024

The limitations of a standard phase-field model in reproducing jointing in sedimentary rock layers.
CoRR, 2024

Two-level overlapping additive Schwarz preconditioner for training scientific machine learning applications.
CoRR, 2024

DeepOnet Based Preconditioning Strategies For Solving Parametric Linear Systems of Equations.
CoRR, 2024

2023
Multilevel Objective-Function-Free Optimization with an Application to Neural Networks Training.
SIAM J. Optim., December, 2023

Globally Convergent Multilevel Training of Deep Residual Networks.
SIAM J. Sci. Comput., June, 2023

Parallel Trust-Region Approaches in Neural Network Training: Beyond Traditional Methods.
CoRR, 2023

Enhancing training of physics-informed neural networks using domain-decomposition based preconditioning strategies.
CoRR, 2023

2022
On the use of hybrid coarse-level models in multilevel minimization methods.
CoRR, 2022

Nonlinear Schwarz preconditioning for nonlinear optimization problems with bound constraints.
CoRR, 2022

Nonlinear Field-split Preconditioners for Solving Monolithic Phase-field Models of Brittle Fracture.
CoRR, 2022

2021
Training of deep residual networks with stochastic MG/OPT.
CoRR, 2021

Multilevel Active-Set Trust-Region (MASTR) Method for Bound Constrained Minimization.
CoRR, 2021

A Matrix-free Multigrid Preconditioner for Jacobian-free Newton-Krylov Methods.
CoRR, 2021

Large scale simulation of pressure induced phase-field fracture propagation using Utopia.
CCF Trans. High Perform. Comput., 2021

2020
A Multilevel Approach to Training.
CoRR, 2020

Multilevel Minimization for Deep Residual Networks.
CoRR, 2020

2019
Subdivision-Based Nonlinear Multiscale Cloth Simulation.
SIAM J. Sci. Comput., 2019

Recursive multilevel trust region method with application to fully monolithic phase-field models of brittle fracture.
CoRR, 2019


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