Liya Gaynutdinova

According to our database, Liya Gaynutdinova authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Auto-Regressive U-Net for Full-Field Prediction of Shrinkage-Induced Damage in Concrete.

Liya Gaynutdinova, Petr Havlásek, Ondrej Rokos, Fleur Hendriks, Martin Doskár

CoRR, September, 2025

Homogenization with Guaranteed Bounds via Primal-Dual Physically Informed Neural Networks.

Liya Gaynutdinova, Martin Doskár, Ondrej Rokos, Ivana Pultarová

CoRR, September, 2025

Symmetric positive definite convolutional network for surrogate modeling and optimization of modular structures.

Liya Gaynutdinova, Martin Doskár, Ivana Pultarová, Ondrej Rokos

Eng. Appl. Artif. Intell., 2025

2024

Preconditioned discontinuous Galerkin method and convection-diffusion-reaction problems with guaranteed bounds to resulting spectra.

Liya Gaynutdinova, Martin Ladecký, Ivana Pultarová, Miloslav Vlasák, Jan Zeman

Numer. Linear Algebra Appl., August, 2024

2022

Efficient numerical method for reliable upper and lower bounds on homogenized parameters.

Liya Gaynutdinova, Martin Ladecký, Ales Nekvinda, Ivana Pultarová, Jan Zeman

CoRR, 2022