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M

Maciej Paszyński

AGH University of Krakow

26H-index
285Paper Count
2.5KCitation Count
Published Papers 56
Publication Date
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Shape grammar for modeling Earth’s bathymetry and performing tsunami simulations
errJournal of Computational Science
IF3.7
err2026-03-18
err0
PREAI
errPaweł Maczuga; Marcin Łoś; Albert Oliver-Serra; Eirik Valseth; Anna Paszyńska; Maciej Paszyński
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Reliable physics-informed neural networks for Navier–Stokes simulations. Can we trust AI-generated numerical simulations?
errJournal of Computational Science
IF3.7
err2026-02-23
err0
PREAI
errTomasz Służalec; Daria Wójcik; Carlos Uriarte; Marcin Łoś; Anna Paszyńska; Maciej Paszyński
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Correction: Simulating the aftermath of Northern European Enclosure Dam (NEED) break and flooding of European coast
errEngineering with Computers
IF4.9
err2025-12-02
err0
errOAAI
errPaweł Maczuga; Marcin Łoś; Eirik Valseth; Albert Oliver Serra; Leszek Siwik; Elisabete Alberdi Celaya; Anna Paszyńska; Maciej Paszyński
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Artificial intelligence and high-performance computing for advanced simulations
errJournal of Computational Science
IF3.7
err2025-10-08
err0
PREAI
errMaciej Paszyński; David Pardo; Barbara Strug
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Graph grammars and Physics Informed Neural Networks for simulating of pollution propagation on Spitzbergen
errApplied Soft Computing
IF6.6
err2025-07-16
err0
PREAI
errMaciej Sikora; Albert Oliver-Serra; Leszek Siwik; Natalia Leszczyńska; Tomasz Maciej Ciesielski; Eirik Valseth; Jacek Leszczyński; Anna Paszyńska; Maciej Paszyński
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Concurrency of the exponential integrators for the glioblastoma brain tumor simulations
errComputers & Mathematics with Applications
IF2.5
err2025-07-14
err0
errOAAI
errMagdalena Pabisz; Askold Vilkha; Dominika Ciupek; Maciej Woźniak; Maciej Paszyński
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Computational science: Guiding the way towards a sustainable society
errnature computational science
IF3.7
err2025-06-24
err0
PREAI
errSergey V. Kovalchuk; Clélia de Mulatier; Valeria V. Krzhizhanovskaya; Leonardo Franco; Maciej Paszyński; Jack Dongarra; Peter M.A. Sloot
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Collocation-based robust variational physics-informed neural networks (CRVPINNs)
errComputers & Structures
IF4.8
err2025-06-03
err0
errOAAI
errMarcin Łoś; Tomasz Służalec; Paweł Maczuga; Askold Vilkha; Carlos Uriarte; Maciej Paszyński
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Augmenting MRI scan data with real-time predictions of glioblastoma brain tumor evolution using faster exponential time integrators
errnature computational science
IF3.7
err2025-02-01
err0
errOAAI
errPabisz, Magdalena; Munoz-Matute, Judit; Paszynski, Maciej
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Parallel shared-memory open-source code for simulations of transient problems using isogeometric analysis, implicit direction splitting and residual minimization (IGA-ADS-RM)
errADVANCES IN ENGINEERING SOFTWARE
IF5.7
err2024-10-01
err0
PREAI
errLos, Marcin; Paszynski, Maciej
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Simulating the aftermath of Northern European Enclosure Dam (NEED) break and flooding of European coast
errENGINEERING WITH COMPUTERS
IF4.9
err2024-09-12
err0
errOAAI
errMaczuga, Pawel; Los, Marcin; Valseth, Eirik; Serra, Albert Oliver; Siwik, Leszek; Celaya, Elisabede Alberdi; Paszynska, Anna; Paszynski, Maciej
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errSave
Comparison of Physics Informed Neural Networks and Finite Element Method Solvers for advection-dominated diffusion problems
errnature computational science
IF3.7
err2024-09-01
err3
PREAI
errSikora, Maciej; Krukowski, Patryk; Paszynska, Anna; Paszynski, Maciej
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Computation at the Cutting Edge of Science
errnature computational science
IF3.7
err2024-09-01
err1
PREAI
errKovalchuk, Sergey, V; de Mulatier, Clelia; Krzhizhanovskaya, Valeria V.; Mikyska, Jiri; Paszynski, Maciej; Dongarra, Jack; Sloot, Peter M. A.
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errSave
Robust Variational Physics-Informed Neural Networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-05-01
err4
errOAAI
errRojas, Sergio; Maczuga, Pawel; Munoz-Matute, Judit; Pardo, David; Paszynski, Maciej
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Shock waves generators: From prevention of hail storms to reduction of the smog in urban areas - experimental verification and numerical simulations
errnature computational science
IF3.7
err2024-04-01
err1
PREAI
errLos, Marcin; Siwik, Leszek; Wozniak, Maciej; Grybos, Dominik; Maczuga, Pawel; Oliver-Serra, Albert; Leszczynski, Jacek; Paszynski, Maciej
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Complexity of direct and iterative solvers on space-time formulations and time-marching schemes for h-refined grids towards singularities
errnature computational science
IF3.7
err2024-03-01
err0
PREAI
errSkotniczny, Marcin; Paszynska, Anna; Rojas, Sergio; Paszynski, Maciej
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errSave
The computational planet
errnature computational science
IF3.7
err2023-09-01
err1
PREAI
errKovalchuk, Sergey V.; de Mulatier, Clelia; Groen, Derek; Paszynski, Maciej; Krzhizhanovskaya, Valeria V.; Dongarra, Jack; Sloot, Peter M. A.
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Automatic stabilization of finite-element simulations using neural networks and hierarchical matrices
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-06-01
err3
errOAAI
errSluzalec, Tomasz; Dobija, Mateusz; Paszynska, Anna; Muga, Ignacio; Los, Marcin; Paszynski, Maciej
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Cloud-native alternating directions solver for isogeometric analysis
errFUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF6.1
err2023-03-01
err0
errOAAI
errGurgul, Grzegorz; Balis, Bartosz; Paszynski, Maciej
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Graph-grammar based algorithm for asteroid tsunami simulations
errnature computational science
IF3.7
err2022-10-01
err2
errOAAI
errMaczuga, Pawel; Oliver-Serra, Albert; Paszynska, Anna; Valseth, Eirik; Paszynski, Maciej
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jack Dongarra
H-index: 112 · Papers: 2.1K
K
Keshav Pingali
H-index: 55 · Papers: 400
P
P.M.A. Sloot
H-index: 54 · Papers: 723
L
Leszek Demkowicz
H-index: 50 · Papers: 288
C
Carlos Torres‐Verdín
H-index: 42 · Papers: 604
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