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Mateusz Dobija
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Singular Value Decomposition
Least Squares
Neural Network
Adaptive Learning Rate
Top Venues
CoRR
ICCS (3)
ICCS (1)
ICCS (2)
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Publications
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Mateusz Dobija
,
Anna Paszynska
,
Carlos Uriarte
,
Maciej Paszynski
Accelerating Training of Physics Informed Neural Network for 1D PDEs with Hierarchical Matrices.
ICCS (3)
(2024)
Marcin Los
,
Paulina Sepúlveda
,
Mateusz Dobija
,
Anna Paszynska
Least-Squares Space-Time Formulation for Advection-Diffusion Problem with Efficient Adaptive Solver Based on Matrix Compression.
ICCS (2)
(2023)
Mateusz Dobija
,
Anna Paszynska
Recursive Singular Value Decomposition Compression of Refined Isogeometric Analysis Matrices as a Tool to Speedup Iterative Solvers Performance.
ICCS (1)
(2022)
Tomasz Sluzalec
,
Mateusz Dobija
,
Anna Paszynska
,
Ignacio Muga
,
Maciej Paszynski
Automatic stabilization of finite-element simulations using neural networks and hierarchical matrices.
CoRR
(2022)