Tomasz Sluzalec

12 papers Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Reliable physics-informed neural networks for Navier-Stokes simulations. Can we trust AI-generated numerical simulations?
J. Comput. Sci.
Tomasz Sluzalec, Daria Wójcik, Carlos Uriarte, Marcin Los, Anna Paszynska, Maciej Paszynski
2025 — conf
Augmenting Petrov-Galerkin Method with Optimal Test Functions by DNN Learning the Inverse of the Gram Matrix.
ICCS (Workshops 1)
Tomasz Sluzalec
2025 — conf
Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab.
ICCS (2)
Pawel Maczuga, Maciej Sikora, Tomasz Sluzalec, Marcin Szubert, Lukasz Sztangret, Danuta Szeliga, Marcin Los, Witold Dzwinel, Keshav Pingali, Maciej Paszynski
2025 — conf
Physics Informed Neural Networks for Non-stationary Material Science Problems.
ICCS (Workshops 2)
Pawel Maczuga, Tomasz Sluzalec, Lukasz Sztangret, Danuta Szeliga, Marcin Los, Maciej Paszynski
2025 J jnl
Stabilization of isogeometric finite element method with optimal test functions computed from L2 norm residual minimization.
J. Comput. Appl. Math.
Marcin Los, Tomasz Sluzalec, Maciej Paszynski, Eirik Valseth
2025 — conf
Tensorial Implementation for Robust Variational Physics-Informed Neural Networks.
ICCS (1)
Askold Vilkha, Carlos Uriarte, Pawel Maczuga, Tomasz Sluzalec, Maciej Paszynski
2024 J jnl
Stabilization of isogeometric finite element method with optimal test functions computed from L
CoRR
Marcin Los, Tomasz Sluzalec, Maciej Paszynski, Eirik Valseth
2023 — conf
Fast Solver for Advection Dominated Diffusion Using Residual Minimization and Neural Networks.
ICCS (2)
Tomasz Sluzalec, Maciej Paszynski
2023 J jnl
Quasi-optimal
Comput. Math. Appl.
Tomasz Sluzalec, Rafal Wojciech Grzeszczuk, Sergio Rojas, Witold Dzwinel, Maciej Paszynski
2022 J jnl
Automatic stabilization of finite-element simulations using neural networks and hierarchical matrices.
CoRR
Tomasz Sluzalec, Mateusz Dobija, Anna Paszynska, Ignacio Muga, Maciej Paszynski
2022 J jnl
Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction.
CoRR
Tomasz Sluzalec, Rafal Wojciech Grzeszczuk, Sergio Rojas, Witold Dzwinel, Maciej Paszynski
2020 — conf
Securing Data of Biotechnological Laboratories Using Blockchain Technology.
CISIM
Krzysztof Misztal, Tomasz Sluzalec, Aleksandra Kubica-Misztal