Maciej Paszynski

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 104

Top Venues

Publications

Maciej Sikora, Patryk Krukowski, Anna Paszynska, Maciej Paszynski
Comparison of Physics Informed Neural Networks and Finite Element Method Solvers for advection-dominated diffusion problems. J. Comput. Sci. 81 (2024)
Mateusz Dobija, Anna Paszynska, Carlos Uriarte, Maciej Paszynski
Accelerating Training of Physics Informed Neural Network for 1D PDEs with Hierarchical Matrices. ICCS (3) (2024)
Magdalena Pabisz, Judit Muñoz-Matute, Maciej Paszynski
Augmenting MRI scan data with real-time predictions of glioblastoma brain tumor evolution using exponential time integrators. CoRR (2024)
Marcin Los, Leszek Siwik, Maciej Wozniak, Dominik Grybos, Pawel Maczuga, Albert Oliver Serra, Jacek Leszczynski, Maciej Paszynski
Shock waves generators: From prevention of hail storms to reduction of the smog in urban areas - experimental verification and numerical simulations. J. Comput. Sci. 77 (2024)
Lijing Luo, Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Maciej Paszynski, Clélia de Mulatier, Jack J. Dongarra, Peter M. A. Sloot
Trends in Computational Science: Natural Language Processing and Network Analysis of 23 Years of ICCS Publications. ICCS (2) (2024)
Marcin Skotniczny, Anna Paszynska, Sergio Rojas, Maciej Paszynski
Complexity of direct and iterative solvers on space-time formulations and time-marching schemes for h-refined grids towards singularities. J. Comput. Sci. 76 (2024)
Mateusz Ksyta, Wojciech Kordylewski, Marcin Los, Piotr Gurgul, Maciej Sikora, Maciej Paszynski
Fast Simulations in Augmented Reality. ICCS (3) (2024)
Sergey V. Kovalchuk, Clélia de Mulatier, Valeria V. Krzhizhanovskaya, Jirí Mikyska, Maciej Paszynski, Jack J. Dongarra, Peter M. A. Sloot
Computation at the Cutting Edge of Science. J. Comput. Sci. 81 (2024)
Marcin Los, Maciej Paszynski
Parallel shared-memory open-source code for simulations of transient problems using isogeometric analysis, implicit direction splitting and residual minimization (IGA-ADS-RM). Adv. Eng. Softw. 196 (2024)
Pawel Maczuga, Marcin Los, Eirik Valseth, Albert Oliver Serra, Leszek Siwik, Elisabete Alberdi Celaya, Anna Paszynska, Maciej Paszynski
Simulating the aftermath of Northern European Enclosure Dam (NEED) break and flooding of European coast. CoRR (2024)
Alicja Niewiadomska, Pawel Maczuga, Albert Oliver Serra, Leszek Siwik, Paulina Sepúlveda-Salas, Anna Paszynska, Maciej Paszynski, Keshav Pingali
Modeling Tsunami Waves at the Coastline of Valparaiso Area of Chile with Physics Informed Neural Networks. ICCS (2) (2024)
Marcin Los, Maciej Paszynski
Robust Physics Informed Neural Networks. CoRR (2024)
Marcin Los, Paulina Sepúlveda, Maciej Sikora, Maciej Paszynski
Solver algorithm for stabilized space-time formulation of advection-dominated diffusion problem. Comput. Math. Appl. 152 (2023)
Pawel Maczuga, Maciej Skoczen, Przemyslaw Roznawski, Filip Tluszcz, Marcin Szubert, Marcin Los, Witold Dzwinel, Keshav Pingali, Maciej Paszynski
Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab. CoRR (2023)
Tomasz Sluzalec, Maciej Paszynski
Fast Solver for Advection Dominated Diffusion Using Residual Minimization and Neural Networks. ICCS (2) (2023)
Grzegorz Gurgul, Bartosz Balis, Maciej Paszynski
Cloud-native alternating directions solver for isogeometric analysis. Future Gener. Comput. Syst. 140 (2023)
Maciej Sikora, Patryk Krukowski, Anna Paszynska, Maciej Paszynski
Physics Informed Neural Networks with strong and weak residuals for advection-dominated diffusion problems. CoRR (2023)
Krzysztof Misan, Maciej Kozieja, Marcin Los, Dominik Grybos, Jacek Leszczynski, Pawel Maczuga, Maciej Wozniak, Albert Oliver Serra, Maciej Paszynski
The First Scientiffic Evidence for the Hail Cannon. ICCS (1) (2023)
Marcin Los, Paulina Sepulveda-Salas, Maciej Paszynski
Solver algorithm for stabilized space-time formulation of advection-dominated diffusion problem. CoRR (2023)
Sergio Rojas, Pawel Maczuga, Judit Muñoz-Matute, David Pardo, Maciej Paszynski
Robust Variational Physics-Informed Neural Networks. CoRR (2023)
Tomasz Sluzalec, Rafal Wojciech Grzeszczuk, Sergio Rojas, Witold Dzwinel, Maciej Paszynski
-finite element refinements towards singularities via deep neural network prediction. Comput. Math. Appl. 142 (2023)
Pawel Maczuga, Maciej Paszynski
Influence of Activation Functions on the Convergence of Physics-Informed Neural Networks for 1D Wave Equation. ICCS (1) (2023)
Marcin Los, Maciej Wozniak, Keshav Pingali, Luis E. García-Castillo, Julen Álvarez-Aramberri, David Pardo, Maciej Paszynski
Fast parallel IGA-ADS solver for time-dependent Maxwell's equations. Comput. Math. Appl. 151 (2023)
Marcin Los, Maciej Paszynski
Stability of non-linear flow in heterogeneous porous media simulations using higher order and continuity basis functions. J. Comput. Appl. Math. 428 (2023)
Victor M. Calo, Pouria Behnoudfar, Marcin Los, Maciej Paszynski
method for multi-dimensional hyperbolic systems. Comput. Math. Appl. 142 (2023)
Sergey V. Kovalchuk, Clélia de Mulatier, Derek Groen, Maciej Paszynski, Valeria V. Krzhizhanovskaya, Jack J. Dongarra, Peter M. A. Sloot
The computational planet. J. Comput. Sci. 72 (2023)
Tomasz Sluzalec, Mateusz Dobija, Anna Paszynska, Ignacio Muga, Maciej Paszynski
Automatic stabilization of finite-element simulations using neural networks and hierarchical matrices. CoRR (2022)
Kamil Doleglo, Maciej Paszynski, Leszek F. Demkowicz
Deep Neural Networks and Smooth Approximation of PDEs. ICCS (1) (2022)
Tomasz Sluzalec, Rafal Wojciech Grzeszczuk, Sergio Rojas, Witold Dzwinel, Maciej Paszynski
Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction. CoRR (2022)
Pawel Maczuga, Albert Oliver Serra, Anna Paszynska, Eirik Valseth, Maciej Paszynski
Graph-grammar based algorithm for asteroid tsunami simulations. J. Comput. Sci. 64 (2022)
Krzysztof Misan, Maciej Kozieja, Anna Paszynska, Maciej Paszynski
Prototype of Cooperative Computational Framework for Incorporating Air Pollution Prognosis in Urban Design. CDVE (2022)
Maciej Paszynski, Leszek Siwik, Witold Dzwinel, Keshav Pingali
Supermodeling, a convergent data assimilation meta-procedure used in simulation of tumor progression. Comput. Math. Appl. 113 (2022)
Kamil Doleglo, Anna Paszynska, Maciej Paszynski, Leszek F. Demkowicz
Deep neural networks for smooth approximation of physics with higher order and continuity B-spline base functions. CoRR (2022)
Pawel Maczuga, Maciej Paszynski, Victor M. Calo
Linear Computational Cost Implicit Variational Splitting Solver with Non-regular Material Data for Parabolic Problems. ICCS (1) (2022)
Krzysztof Misan, Weronika Ormaniec, Adam Kania, Maciej Kozieja, Marcin Los, Dominik Grybos, Jacek Leszczynski, Maciej Paszynski
Fast Isogeometric Analysis Simulations of a Process of Air Pollution Removal by Artificially Generated Shock Waves. ICCS (3) (2022)
Pouria Behnoudfar, Victor Manuel Calo, Marcin Los, Pawel Maczuga, Maciej Paszynski
A variational splitting of high-order linear multistep methods for heat transfer and advection-diffusion parabolic problems. J. Comput. Sci. 63 (2022)
Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Maciej Paszynski, Dieter Kranzlmüller, Jack J. Dongarra, Peter M. A. Sloot
Computational science for a better future. J. Comput. Sci. 62 (2022)
Leszek Siwik, Marcin Los, Adrian Klusek, Anna Paszynska, Keshav Pingali, Witold Dzwinel, Maciej Paszynski
Tuning three-dimensional tumor progression simulations on a cluster of GPGPUs. J. Comput. Appl. Math. 412 (2022)
Albert Mosialek, Andrzej Szaflarski, Rafal Pych, Marek Kisiel-Dorohinicki, Maciej Paszynski, Anna Paszynska
Graph-Grammar Based Longest-Edge Refinement Algorithm for Three-Dimensional Optimally p Refined Meshes with Tetrahedral Elements. ICCS (4) (2021)
Maciej Paszynski, Marcin Los
Higher order and continuity L2 projections with piece-wise constant test functions. J. Comput. Sci. 55 (2021)
Marcin Skotniczny, Anna Paszynska, Maciej Paszynski
Cost of space-time formulations: a study on the performance of direct and iterative solvers on space-time formulations versus time-marching schemes. CoRR (2021)
Barbara Glut, Maciej Paszynski
Overview of Adaptive and Low-Rank Approximation Algorithms for Modeling of The Influence of Electromagnetic Waves Generated by The Cell Phone Antenna on The Human Head. Comput. Sci. 22 (4) (2021)
Marcin Los, Judit Muñoz-Matute, Ignacio Muga, Maciej Paszynski
Isogeometric Residual Minimization Method (iGRM) with Direction Splitting for Non-Stationary Advection-Diffusion Problems. CoRR (2021)
Krzysztof Podsiadlo, Albert Oliver Serra, Anna Paszynska, Rafael Montenegro, Ian Henriksen, Maciej Paszynski, Keshav Pingali
Parallel graph-grammar-based algorithm for the longest-edge refinement of triangular meshes and the pollution simulations in Lesser Poland area. Eng. Comput. 37 (4) (2021)
Marcin Los, Ignacio Muga, Judit Muñoz-Matute, Maciej Paszynski
Isogeometric residual minimization (iGRM) for non-stationary Stokes and Navier-Stokes problems. Comput. Math. Appl. 95 (2021)
Marcin Los, Sergio Rojas, Maciej Paszynski, Ignacio Muga, Victor M. Calo
DGIRM: Discontinuous Galerkin based isogeometric residual minimization for the Stokes problem. J. Comput. Sci. 50 (2021)
Maciej Paszynski, Marcin Los
Isogeometric Residual Minimization Method (iGRM) with Direction Splitting for Non-Stationary Maxwell Problems. CoRR (2021)
Maciej Paszynski, Rafal Wojciech Grzeszczuk, David Pardo, Leszek F. Demkowicz
Deep Learning Driven Self-adaptive Hp Finite Element Method. ICCS (1) (2021)
Sergey V. Kovalchuk, Valeria V. Krzhizhanovskaya, Maciej Paszynski, Gábor Závodszky, Michael Lees, Jack J. Dongarra, Peter M. A. Sloot
20 years of computational science: Selected papers from 2020 International Conference on Computational Science. J. Comput. Sci. 53 (2021)
Anna Paszynska, Maciej Paszynski
Computational Costs of Multi-Frontal Direct Solvers with Analysis-Suitable T-Splines. Symmetry 12 (12) (2020)
Marcin Los, Judit Muñoz-Matute, Ignacio Muga, Maciej Paszynski
Isogeometric Residual Minimization Method (iGRM) for Stokes and Time-Dependent Stokes Problems. CoRR (2020)
Marcin Los, Pouria Behnoudfar, Maciej Paszynski, Victor M. Calo
Fast isogeometric solvers for hyperbolic wave propagation problems. Comput. Math. Appl. 80 (1) (2020)
Marcin Los, Judit Muñoz-Matute, Ignacio Muga, Maciej Paszynski
Isogeometric Residual Minimization Method (iGRM) with direction splitting for non-stationary advection-diffusion problems. Comput. Math. Appl. 79 (2) (2020)
Maciej Paszynski, Leszek Siwik, Krzysztof Podsiadlo, Peter Minev
A Massively Parallel Algorithm for the Three-Dimensional Navier-Stokes-Boussinesq Simulations of the Atmospheric Phenomena. ICCS (1) (2020)
Marcin Los, Sergio Rojas, Maciej Paszynski, Ignacio Muga, Victor M. Calo
A Stable Discontinuous Galerkin Based Isogeometric Residual Minimization for the Stokes Problem. ICCS (2) (2020)
Grzegorz Gurgul, Marcin Los, Maciej Paszynski, Victor M. Calo
Linear computational cost implicit solver for parabolic problems. Comput. Sci. 21 (1) (2020)
Marcin Los, Judit Muñoz-Matute, Krzysztof Podsiadlo, Maciej Paszynski, Keshav Pingali
Parallel Shared-Memory Isogeometric Residual Minimization (iGRM) for Three-Dimensional Advection-Diffusion Problems. ICCS (7) (2020)
Maciej Paszynski
Isogeometric analysis with piece-wise constant test functions. CoRR (2019)
Maciej Paszynski, Konrad Jopek, Anna Paszynska, Muhammad Amber Hasaan, Keshav Pingali
Hypergraph grammar based multi-thread multi-frontal direct solver with Galois scheduler. Comput. Sci. 20 (1) (2019)
Grzegorz Gurgul, Maciej Paszynski
Object-oriented implementation of the alternating directions implicit solver for isogeometric analysis. Adv. Eng. Softw. 128 (2019)
Leszek Siwik, Maciej Wozniak, Victor Trujillo, David Pardo, Victor Manuel Calo, Maciej Paszynski
Parallel Refined Isogeometric Analysis in 3D. IEEE Trans. Parallel Distributed Syst. 30 (5) (2019)
Leszek Siwik, Marcin Los, Adrian Klusek, Keshav Pingali, Witold Dzwinel, Maciej Paszynski
Supermodeling of tumor dynamics with parallel isogeometric analysis solver. CoRR (2019)
Marcin Los, Pouria Behnoudfar, Maciej Paszynski, Victor Manuel Calo
Fast isogeometric solvers for hyperbolic wave propagation problems. CoRR (2019)
Leszek Siwik, Maciej Wozniak, Marcin Los, Maciej Paszynski
Fast and green parallel isogeometric analysis computations for multi-objective optimization of liquid fossil fuel reserve exploitation with minimal groundwater contamination. J. Parallel Distributed Comput. 134 (2019)
Marcin Los, Quanling Deng, Ignacio Muga, Victor M. Calo, Maciej Paszynski
Isogeometric Residual Minimization Method (iGRM) with Direction Splitting Preconditoner for Stationary Advection-Diffusion Problems. CoRR (2019)
Adrian Klusek, Marcin Los, Maciej Paszynski, Witold Dzwinel
Efficient model of tumor dynamics simulated in multi-GPU environment. Int. J. High Perform. Comput. Appl. 33 (3) (2019)
Marcin Los, Robert Schaefer, Maciej Paszynski
Parallel space-time hp adaptive discretization scheme for parabolic problems. J. Comput. Appl. Math. 344 (2018)
Hassan AbouEisha, Victor M. Calo, Konrad Jopek, Mikhail Moshkov, Anna Paszynska, Maciej Paszynski
Bisections-Weighted-by-Element-Size-and-Order Algorithm to Optimize Direct Solver Performance on 3D hp-adaptive Grids. ICCS (2) (2018)
Maciej Paszynski, Leszek Siwik, Maciej Wozniak
Concurrency of three-dimensional refined isogeometric analysis. Parallel Comput. 80 (2018)
Leszek Siwik, Marcin Los, Adrian Klusek, Witold Dzwinel, Maciej Paszynski
Tuning two-dimensional tumor growth simulations. SummerSim (2018)
Witold Dzwinel, Adrian Klusek, Maciej Paszynski
A concept of a prognostic system for personalized anti-tumor therapy based on supermodeling. ICCS (2017)
Ignacio Martinez-Fernandez, Maciej Wozniak, Luis E. García-Castillo, Maciej Paszynski
Mesh-based multi-frontal solver with reuse of partial LU factorizations for antenna array. J. Comput. Sci. 18 (2017)
Maciej Wozniak, Marcin Los, Maciej Paszynski, Lisandro Dalcín, Victor Manuel Calo
Parallel Fast Isogeometric Solvers for Explicit Dynamics. Comput. Informatics 36 (2) (2017)
Luis E. García-Castillo, Ignacio Gómez-Revuelto, Adrian Amor-Martin, Marcin Los, Maciej Paszynski
Algorithm for simultaneous adaptation and time step iterations for the electromagnetic waves propagation and heating of the human head induced by cell phone. ICCS (2017)
Marcin Los, Maciej Wozniak, Maciej Paszynski, Andrew Lenharth, Muhammad Amber Hassaan, Keshav Pingali
IGA-ADS: Isogeometric analysis FEM using ADS solver. Comput. Phys. Commun. 217 (2017)
Bartosz Janota, Maciej Paszynski
separators. ICCS (2017)
Maciej Paszynski, Antônio Tadeu Azevedo Gomes
A wrapper around parallel MUMPS solver to reduce its memory usage and execution time for finite element method computations. ICCS (2017)
Marcin Los, Maciej Paszynski
Applications of Alternating Direction Solver for simulations of time-dependent problems. Comput. Sci. 18 (2) (2017)
Aleksander Byrski, Maciej Paszynski, Robert Schaefer, Victor M. Calo, David Pardo
ICCS 2017 Workshop on Agent-Based Simulations, Adaptive Algorithms and Solvers. ICCS (2017)
Maciej Paszynski
Agent-based simulations, adaptive algorithms and solvers. J. Comput. Sci. 18 (2017)
Hassan AbouEisha, Victor Manuel Calo, Konrad Jopek, Mikhail Moshkov, Anna Paszynska, Maciej Paszynski, Marcin Skotniczny
Element Partition Trees For H-Refined Meshes to Optimize Direct Solver Performance. Part I: Dynamic Programming. Int. J. Appl. Math. Comput. Sci. 27 (2) (2017)
Piotr Faliszewski, Maciej Smolka, Robert Schaefer, Maciej Paszynski
On the Computational Cost and Complexity of Stochastic Inverse Solvers. Comput. Sci. 17 (2) (2016)
Maciej Wozniak, Maciej Paszynski
Application of projection-based interpolation algorithm for non-stationary problem. Comput. Sci. 17 (3) (2016)
Hassan AbouEisha, Konrad Jopek, Bartlomiej Medygral, Szymon Nosek, Mikhail Ju. Moshkov, Anna Paszynska, Maciej Paszynski, Keshav Pingali
Hybrid Direct and Iterative Solver with Library of Multi-criteria Optimal Orderings for h Adaptive Finite Element Method Computations. ICCS (2016)
Maciej Wozniak, Maciej Smolka, Adriano Cortes, Maciej Paszynski, Robert Schaefer
Scalability of Direct Solver for Non-stationary Cahn-hilliard Simulations with Linearized Time Integration Scheme. ICCS (2016)
Pawel Piotr Lipski, Maciej Paszynski
One-dimensional fully automatic h-adaptive isogeometric finite element method package. Comput. Sci. 17 (4) (2016)
Maciej Smolka, Robert Schaefer, Maciej Paszynski, David Pardo, Julen Álvarez-Aramberri
An Agent-Oriented Hierarchic Strategy for Solving Inverse Problems. Int. J. Appl. Math. Comput. Sci. 25 (3) (2015)
Iwona Ryszka, Anna Paszynska, Ewa Grabska, Marcin Sieniek, Maciej Paszynski
Graph Transformation Systems for Modeling Three Dimensional Finite Element Method. Part I. Fundam. Informaticae 140 (2) (2015)
Anna Paszynska, Konrad Jopek, Krzysztof Banas, Maciej Paszynski, Piotr Gurgul, Andrew Lenerth, Donald Nguyen, Keshav Pingali, Lisandro Dalcín, Victor M. Calo
Telescopic Hybrid Fast Solver for 3D Elliptic Problems with Point Singularities. ICCS (2015)
David Pardo, Julen Álvarez-Aramberri, Maciej Paszynski, Lisandro Dalcín, Victor M. Calo
Impact of element-level static condensation on iterative solver performance. Comput. Math. Appl. 70 (10) (2015)
Pawel Piotr Lipski, Maciej Wózniak, Maciej Paszynski
Comparison of the Structure of Equation Systems and the GPU Multifrontal Solver for Finite Difference, Collocation and Finite Element Method. ICCS (2015)
Iwona Ryszka, Anna Paszynska, Ewa Grabska, Marcin Sieniek, Maciej Paszynski
Graph Transformation Systems for Modeling Three Dimensional Finite Element Method. Part II. Fundam. Informaticae 140 (2) (2015)
Maciej Paszynski
Agent-based simulations, adaptive algorithms and solvers. J. Comput. Sci. 11 (2015)
Arkadiusz Szymczak, Maciej Paszynski, David Pardo, Anna Paszynska
Petri Nets Modeling of Dead-End Refinement Problems in a 3D Anisotropic hp-Adaptive Finite Element Method. Comput. Informatics 34 (2) (2015)
Robert Schaefer, Marcin Los, Marcin Sieniek, Leszek F. Demkowicz, Maciej Paszynski
Quasi-linear computational cost adaptive solvers for three dimensional modeling of heating of a human head induced by cell phone. J. Comput. Sci. 11 (2015)
Anna Paszynska, Maciej Paszynski, Konrad Jopek, Maciej Wozniak, Damian Goik, Piotr Gurgul, Hassan AbouEisha, Mikhail Moshkov, Victor Manuel Calo, Andrew Lenharth, Donald Nguyen, Keshav Pingali
Quasi-Optimal Elimination Trees for 2D Grids with Singularities. Sci. Program. 2015 (2015)
Ewa Gajda-Zagórska, Robert Schaefer, Maciej Smolka, Maciej Paszynski, David Pardo
A hybrid method for inversion of 3D DC resistivity logging measurements. Nat. Comput. 14 (3) (2015)
Maciej Smolka, Ewa Gajda-Zagórska, Robert Schaefer, Maciej Paszynski, David Pardo
A hybrid method for inversion of 3D AC resistivity logging measurements. Appl. Soft Comput. 36 (2015)
Robert Schaefer, Maciej Smolka, Lisandro Dalcín, Maciej Paszynski
A New time Integration Scheme for Cahn-hilliard Equations. ICCS (2015)
Hassan AbouEisha, Mikhail Ju. Moshkov, Konrad Jopek, Pawel Gepner, Jacek Kitowski, Maciej Paszynski
Towards Green Multi-frontal Solver for Adaptive Finite Element Method. ICCS (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Maciej Paszynski