Maciej Paszynski

Orcid: 0000-0001-7766-6052

According to our database1, Maciej Paszynski authored at least 167 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

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Bibliography

2024
Complexity of direct and iterative solvers on space-time formulations and time-marching schemes for h-refined grids towards singularities.
J. Comput. Sci., 2024

Comparison of Physics Informed Neural Networks and Finite Element Method Solvers for advection-dominated diffusion problems.
J. Comput. Sci., 2024

Shock waves generators: From prevention of hail storms to reduction of the smog in urban areas - experimental verification and numerical simulations.
J. Comput. Sci., 2024

Computation at the Cutting Edge of Science.
J. Comput. Sci., 2024

Matrix-by-matrix multiplication algorithm with O(N<sup>2</sup>log<sub>2</sub>N) computational complexity for variable precision arithmetic.
CoRR, 2024

Graph grammars and Physics Informed Neural Networks for simulating of pollution propagation on Spitzbergen.
CoRR, 2024

Simulating the aftermath of Northern European Enclosure Dam (NEED) break and flooding of European coast.
CoRR, 2024

Augmenting MRI scan data with real-time predictions of glioblastoma brain tumor evolution using exponential time integrators.
CoRR, 2024

Robust Physics Informed Neural Networks.
CoRR, 2024

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., 2024

Modeling Tsunami Waves at the Coastline of Valparaiso Area of Chile with Physics Informed Neural Networks.
Proceedings of the Computational Science - ICCS 2024, 2024

Trends in Computational Science: Natural Language Processing and Network Analysis of 23 Years of ICCS Publications.
Proceedings of the Computational Science - ICCS 2024, 2024

Fast Simulations in Augmented Reality.
Proceedings of the Computational Science - ICCS 2024, 2024

Accelerating Training of Physics Informed Neural Network for 1D PDEs with Hierarchical Matrices.
Proceedings of the Computational Science - ICCS 2024, 2024

2023
Fast parallel IGA-ADS solver for time-dependent Maxwell's equations.
Comput. Math. Appl., December, 2023

Solver algorithm for stabilized space-time formulation of advection-dominated diffusion problem.
Comput. Math. Appl., December, 2023

The computational planet.
J. Comput. Sci., September, 2023

Stability of non-linear flow in heterogeneous porous media simulations using higher order and continuity basis functions.
J. Comput. Appl. Math., August, 2023

Cloud-native alternating directions solver for isogeometric analysis.
Future Gener. Comput. Syst., 2023

Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab.
CoRR, 2023

Robust Variational Physics-Informed Neural Networks.
CoRR, 2023

Physics Informed Neural Networks with strong and weak residuals for advection-dominated diffusion problems.
CoRR, 2023

Solver algorithm for stabilized space-time formulation of advection-dominated diffusion problem.
CoRR, 2023

Quasi-optimal <i>hp</i>-finite element refinements towards singularities via deep neural network prediction.
Comput. Math. Appl., 2023

A Kronecker product linear-cost solver for the high-order generalized-<i>α</i> method for multi-dimensional hyperbolic systems.
Comput. Math. Appl., 2023

Fast Solver for Advection Dominated Diffusion Using Residual Minimization and Neural Networks.
Proceedings of the Computational Science - ICCS 2023, 2023

The First Scientiffic Evidence for the Hail Cannon.
Proceedings of the Computational Science - ICCS 2023, 2023

Influence of Activation Functions on the Convergence of Physics-Informed Neural Networks for 1D Wave Equation.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
Graph-grammar based algorithm for asteroid tsunami simulations.
J. Comput. Sci., 2022

Computational science for a better future.
J. Comput. Sci., 2022

A variational splitting of high-order linear multistep methods for heat transfer and advection-diffusion parabolic problems.
J. Comput. Sci., 2022

Tuning three-dimensional tumor progression simulations on a cluster of GPGPUs.
J. Comput. Appl. Math., 2022

Automatic stabilization of finite-element simulations using neural networks and hierarchical matrices.
CoRR, 2022

Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction.
CoRR, 2022

Deep neural networks for smooth approximation of physics with higher order and continuity B-spline base functions.
CoRR, 2022

Supermodeling, a convergent data assimilation meta-procedure used in simulation of tumor progression.
Comput. Math. Appl., 2022

Fast Isogeometric Analysis Simulations of a Process of Air Pollution Removal by Artificially Generated Shock Waves.
Proceedings of the Computational Science - ICCS 2022, 2022

Linear Computational Cost Implicit Variational Splitting Solver with Non-regular Material Data for Parabolic Problems.
Proceedings of the Computational Science - ICCS 2022, 2022

Deep Neural Networks and Smooth Approximation of PDEs.
Proceedings of the Computational Science - ICCS 2022, 2022

Prototype of Cooperative Computational Framework for Incorporating Air Pollution Prognosis in Urban Design.
Proceedings of the Cooperative Design, Visualization, and Engineering, 2022

2021
Higher order and continuity L2 projections with piece-wise constant test functions.
J. Comput. Sci., 2021

DGIRM: Discontinuous Galerkin based isogeometric residual minimization for the Stokes problem.
J. Comput. Sci., 2021

20 years of computational science: Selected papers from 2020 International Conference on Computational Science.
J. Comput. Sci., 2021

Parallel graph-grammar-based algorithm for the longest-edge refinement of triangular meshes and the pollution simulations in Lesser Poland area.
Eng. Comput., 2021

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

Isogeometric Residual Minimization Method (iGRM) with Direction Splitting for Non-Stationary Maxwell Problems.
CoRR, 2021

Isogeometric residual minimization (iGRM) for non-stationary Stokes and Navier-Stokes problems.
Comput. Math. Appl., 2021

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., 2021

Deep Learning Driven Self-adaptive Hp Finite Element Method.
Proceedings of the Computational Science - ICCS 2021, 2021

Graph-Grammar Based Longest-Edge Refinement Algorithm for Three-Dimensional Optimally p Refined Meshes with Tetrahedral Elements.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
Computational Costs of Multi-Frontal Direct Solvers with Analysis-Suitable T-Splines.
Symmetry, 2020

Isogeometric Residual Minimization Method (iGRM) for Stokes and Time-Dependent Stokes Problems.
CoRR, 2020

Isogeometric Residual Minimization Method (iGRM) with direction splitting for non-stationary advection-diffusion problems.
Comput. Math. Appl., 2020

Fast isogeometric solvers for hyperbolic wave propagation problems.
Comput. Math. Appl., 2020

Linear computational cost implicit solver for parabolic problems.
Comput. Sci., 2020

A Massively Parallel Algorithm for the Three-Dimensional Navier-Stokes-Boussinesq Simulations of the Atmospheric Phenomena.
Proceedings of the Computational Science - ICCS 2020, 2020

A Stable Discontinuous Galerkin Based Isogeometric Residual Minimization for the Stokes Problem.
Proceedings of the Computational Science - ICCS 2020, 2020

Parallel Shared-Memory Isogeometric Residual Minimization (iGRM) for Three-Dimensional Advection-Diffusion Problems.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
Parallel Refined Isogeometric Analysis in 3D.
IEEE Trans. Parallel Distributed Syst., 2019

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., 2019

Efficient model of tumor dynamics simulated in multi-GPU environment.
Int. J. High Perform. Comput. Appl., 2019

Supermodeling of tumor dynamics with parallel isogeometric analysis solver.
CoRR, 2019

Isogeometric analysis with piece-wise constant test functions.
CoRR, 2019

Isogeometric Residual Minimization Method (iGRM) with Direction Splitting Preconditoner for Stationary Advection-Diffusion Problems.
CoRR, 2019

Hypergraph grammar based multi-thread multi-frontal direct solver with Galois scheduler.
Comput. Sci., 2019

Object-oriented implementation of the alternating directions implicit solver for isogeometric analysis.
Adv. Eng. Softw., 2019

2018
Concurrency of three-dimensional refined isogeometric analysis.
Parallel Comput., 2018

Parallel space-time hp adaptive discretization scheme for parabolic problems.
J. Comput. Appl. Math., 2018

Tuning two-dimensional tumor growth simulations.
Proceedings of the 50th Computer Simulation Conference, 2018

Bisections-Weighted-by-Element-Size-and-Order Algorithm to Optimize Direct Solver Performance on 3D hp-adaptive Grids.
Proceedings of the Computational Science - ICCS 2018, 2018

2017
Agent-based simulations, adaptive algorithms and solvers.
J. Comput. Sci., 2017

Mesh-based multi-frontal solver with reuse of partial LU factorizations for antenna array.
J. Comput. Sci., 2017

IGA-ADS: Isogeometric analysis FEM using ADS solver.
Comput. Phys. Commun., 2017

Parallel Fast Isogeometric Solvers for Explicit Dynamics.
Comput. Informatics, 2017

Element Partition Trees For H-Refined Meshes to Optimize Direct Solver Performance. Part I: Dynamic Programming.
Int. J. Appl. Math. Comput. Sci., 2017

Applications of Alternating Direction Solver for simulations of time-dependent problems.
Comput. Sci., 2017

A wrapper around parallel MUMPS solver to reduce its memory usage and execution time for finite element method computations.
Proceedings of the International Conference on Computational Science, 2017

Algorithms for construction of Element Partition Trees for Direct Solver executed over h refined grids with B-splines and C<sup>0</sup> separators.
Proceedings of the International Conference on Computational Science, 2017

Algorithm for simultaneous adaptation and time step iterations for the electromagnetic waves propagation and heating of the human head induced by cell phone.
Proceedings of the International Conference on Computational Science, 2017

A concept of a prognostic system for personalized anti-tumor therapy based on supermodeling.
Proceedings of the International Conference on Computational Science, 2017

ICCS 2017 Workshop on Agent-Based Simulations, Adaptive Algorithms and Solvers.
Proceedings of the International Conference on Computational Science, 2017

2016
Application of projection-based interpolation algorithm for non-stationary problem.
Comput. Sci., 2016

One-dimensional fully automatic h-adaptive isogeometric finite element method package.
Comput. Sci., 2016

On the Computational Cost and Complexity of Stochastic Inverse Solvers.
Comput. Sci., 2016

Scalability of Direct Solver for Non-stationary Cahn-hilliard Simulations with Linearized Time Integration Scheme.
Proceedings of the International Conference on Computational Science 2016, 2016

Hybrid Direct and Iterative Solver with Library of Multi-criteria Optimal Orderings for h Adaptive Finite Element Method Computations.
Proceedings of the International Conference on Computational Science 2016, 2016

2015
Quasi-Optimal Elimination Trees for 2D Grids with Singularities.
Sci. Program., 2015

A hybrid method for inversion of 3D DC resistivity logging measurements.
Nat. Comput., 2015

Quasi-linear computational cost adaptive solvers for three dimensional modeling of heating of a human head induced by cell phone.
J. Comput. Sci., 2015

Graph Transformation Systems for Modeling Three Dimensional Finite Element Method. Part II.
Fundam. Informaticae, 2015

Graph Transformation Systems for Modeling Three Dimensional Finite Element Method. Part I.
Fundam. Informaticae, 2015

Direct solvers performance on h-adapted grids.
Comput. Math. Appl., 2015

Impact of element-level static condensation on iterative solver performance.
Comput. Math. Appl., 2015

Petri Nets Modeling of Dead-End Refinement Problems in a 3D Anisotropic hp-Adaptive Finite Element Method.
Comput. Informatics, 2015

A hybrid method for inversion of 3D AC resistivity logging measurements.
Appl. Soft Comput., 2015

An Agent-Oriented Hierarchic Strategy for Solving Inverse Problems.
Int. J. Appl. Math. Comput. Sci., 2015

Hypergrammar Based Parallel Multi-frontal Solver for Grids with Point singularities.
Comput. Sci., 2015

A New time Integration Scheme for Cahn-hilliard Equations.
Proceedings of the International Conference on Computational Science, 2015

Telescopic Hybrid Fast Solver for 3D Elliptic Problems with Point Singularities.
Proceedings of the International Conference on Computational Science, 2015

Fully Automatic 2D hp-adaptive Finite Element Method for Non-stationary Heat Transfer.
Proceedings of the International Conference on Computational Science, 2015

Dynamics with Matrices Possessing Kronecker Product Structure.
Proceedings of the International Conference on Computational Science, 2015

Comparison of the Structure of Equation Systems and the GPU Multifrontal Solver for Finite Difference, Collocation and Finite Element Method.
Proceedings of the International Conference on Computational Science, 2015

Towards Green Multi-frontal Solver for Adaptive Finite Element Method.
Proceedings of the International Conference on Computational Science, 2015

2014
Computational cost estimates for parallel shared memory isogeometric multi-frontal solvers.
Comput. Math. Appl., 2014

A hybrid algorithm for solving inverse problems in elasticity.
Int. J. Appl. Math. Comput. Sci., 2014

Hypergraph Grammar based Linear Computational Cost Solver for Three Dimensional Grids with Point Singularities.
Proceedings of the International Conference on Computational Science, 2014

Hypergraph Grammar based Adaptive Linear Computational Cost Projection Solvers for Two and Three Dimensional Modeling of Brain.
Proceedings of the International Conference on Computational Science, 2014

Graph Grammar based Multi-thread Multi-frontal Direct Solver with Galois Scheduler.
Proceedings of the International Conference on Computational Science, 2014

Dynamic Programming Algorithm for Generation of Optimal Elimination Trees for Multi-frontal Direct Solver Over H-refined Grids.
Proceedings of the International Conference on Computational Science, 2014

2013
Preventing deadlock during anisotropic 2D mesh adaptation in hp-adaptive FEM.
J. Comput. Sci., 2013

Preface.
J. Comput. Sci., 2013

A direct solver with reutilization of LU factorizations for <i>h</i>h-adaptive finite element grids with point singularities.
Comput. Math. Appl., 2013

Using a graph grammar system in the finite element method.
Int. J. Appl. Math. Comput. Sci., 2013

Evolutionary Multi-Agent Computing in Inverse Problems.
Comput. Sci., 2013

Grammar Based Multi-frontal Solver for Isogeometric Analysis in 1D.
Comput. Sci., 2013

Two-dimensional HP-adaptive Algorithm for Continuous Approximations of Material Data Using Space Projection.
Comput. Sci., 2013

hp-HGS strategy for inverse AC/DC resistivity logging measurement simulations.
Comput. Sci., 2013

An Automatic Way of Finding Robust Elimination Trees for a Multi-frontal Sparse Solver for Radical 2D Hierarchical Meshes.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

Graph Grammar Based Direct Solver for Hp-adaptive Finite Element Method with Point Singularities.
Proceedings of the International Conference on Computational Science, 2013

Grammar-Based Multi-Frontal Solver for One Dimensional Isogeometric Analysis with Multiple Right-Hand-Sides.
Proceedings of the International Conference on Computational Science, 2013

Employing an Adaptive Projection-Based Interpolation to Prepare Discontinuous 3D Material Data for Finite Element Analysis.
Proceedings of the International Conference on Computational Science, 2013

2012
Graph Grammar Based Model for Three Dimensional Multi-physics Simulations.
Proceedings of the Advances in Intelligent Modelling and Simulation, 2012

Petri Nets for Detecting a 3D Deadlock Problem in Hp-adaptive Finite Element Simulations.
Proceedings of the International Conference on Computational Science, 2012

Graph Grammar-Based Multi-Frontal Parallel Direct Solver for Two-Dimensional Isogeometric Analysis.
Proceedings of the International Conference on Computational Science, 2012

hp-HGS strategy for inverse 3D DC resistivity logging measurement simulations.
Proceedings of the International Conference on Computational Science, 2012

On Round-off Error for Adaptive Finite Element Methods.
Proceedings of the International Conference on Computational Science, 2012

A Graph Grammar Model of the hp Adaptive Three Dimensional Finite Element Method. Part II.
Fundam. Informaticae, 2012

A Graph Grammar Model of the hp Adaptive Three Dimensional Finite Element Method. Part I.
Fundam. Informaticae, 2012

A direct solver with reutilization of previously-computed LU factorizations for h-adaptive finite element grids with point singularities
CoRR, 2012

Computational complexity and memory usage for multi-frontal direct solvers in structured mesh finite elements
CoRR, 2012

2011
Anisotropic 2D mesh adaptation in hp-adaptive FEM.
Proceedings of the International Conference on Computational Science, 2011

Agent-oriented image processing with the hp-adaptive projection-based interpolation operator.
Proceedings of the International Conference on Computational Science, 2011

Out-of-core multi-frontal solver for multi-physics hp adaptive problems.
Proceedings of the International Conference on Computational Science, 2011

Goal-Oriented Self-Adaptive hp Finite Element Simulation of 3D DC Borehole Resistivity Simulations.
Proceedings of the International Conference on Computational Science, 2011

Computational complexity and memory usage for multi-frontal direct solvers used in p finite element analysis.
Proceedings of the International Conference on Computational Science, 2011

Multi-frontal Solver for Simulations of Linear Elasticity coupled with Acoustics.
Comput. Sci., 2011

Convergence of iterative Solvers for non-Linear Step-and-Flash imprint lithography Simulations.
Comput. Sci., 2011

Application of Agent-based Approach for Multiscale hp-adaptive Finite Element Method.
Proceedings of the International Conference on Complex, 2011

2010
Agent-based parallel system for numerical computations.
Proceedings of the International Conference on Computational Science, 2010

Parallel multi-frontal solver for multi-physics p adaptive problems.
Proceedings of the International Conference on Computational Science, 2010

Graph grammar-based multi-thread multi-frontal parallel solver with trace theory-based scheduler.
Proceedings of the International Conference on Computational Science, 2010

Agent-based computing, adaptive algorithms and bio computing.
Proceedings of the International Conference on Computational Science, 2010

A parallel direct solver for the self-adaptive hp Finite Element Method.
J. Parallel Distributed Comput., 2010

Parallel multi-frontal solver for p adaptive finite element modeling of multi-physics computational problems.
J. Comput. Sci., 2010

Graph grammar-driven parallel partial differential equation solver.
Concurr. Comput. Pract. Exp., 2010

Graph Grammar Based Petri Net Controlled Direct Solver Algorithm.
Comput. Sci., 2010

H-Relation Personalized Communication Strategy.
Comput. Sci., 2010

2009
On the Parallelization of Self-Adaptive hp-Finite Element Methods Part II. Partitioning Communication Agglomeration Mapping (PCAM) Analysis.
Fundam. Informaticae, 2009

On the Parallelization of Self-Adaptive hp-Finite Element Methods Part I. Composite Programmable Graph GrammarModel.
Fundam. Informaticae, 2009

Application of a Hierarchical Chromosome Based Genetic Algorithm to the Problem of Finding Optimal Initial Meshes for the Self-Adaptive hp-FEM.
Comput. Informatics, 2009

Graph Grammar Based Petri Nets Model of Concurrency for Self-adaptive <i>hp</i>-Finite Element Method with Rectangular Elements.
Proceedings of the Parallel Processing and Applied Mathematics, 2009

Graph Grammar Based Petri Nets Model of Concurrency for Self-adaptive hp-Finite Element Method with Triangular Elements.
Proceedings of the Computational Science, 2009

Graph Transformations for Modeling hp-Adaptive Finite Element Method with Mixed Triangular and Rectangular Elements.
Proceedings of the Computational Science, 2009

Handling Ambiguous Inverse Problems by the Adaptive Genetic Strategy hp-HGS.
Proceedings of the Computational Science, 2009

Solving inverse problems by the multi-deme hierarchic genetic strategy.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Reutilization of Partial LU Factorizations for Self-adaptive hpFinite Element Method Solver.
Proceedings of the Computational Science, 2008

Graph Transformations for Modeling hp-Adaptive Finite Element Method with Triangular Elements.
Proceedings of the Computational Science, 2008

Intelligent Agents and Evolvable Systems.
Proceedings of the Computational Science, 2008

Parallel Direct Solver for hp Finite Element Method Controlled by Composite Programmable Graph Grammar.
Proceedings of the International Conference on Artificial Intelligence and Pattern Recognition, 2008

2007
Parallel, fully automatic <i>hp</i>-adaptive 3D finite element package.
Eng. Comput., 2007

Graph Transformations for Modeling Parallel hp-Adaptive Finite Element Method.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

Performance of Multi Level Parallel Direct Solver for hpFinite Element Method.
Proceedings of the Parallel Processing and Applied Mathematics, 2007

Efficient Adaptive Strategy for Solving Inverse Problems.
Proceedings of the Computational Science, 2007

Agents Based Hierarchical Parallelization of Complex Algorithms on the Example of <i>hp</i> Finite Element Method.
Proceedings of the Computational Science - ICCS 2007, 7th International Conference, Beijing, China, May 27, 2007

2006
Two-Dimensional High-Accuracy Simulation of Resistivity Logging-While-Drilling (LWD) Measurements Using a Self-Adaptive Goal-Oriented hp Finite Element Method.
SIAM J. Appl. Math., 2006

Parallel hp-Finite Element Simulations of 3D Resistivity Logging Instruments.
Proceedings of the Leading the Web in Concurrent Engineering. Next Generation Concurrent Engineering, 2006

The Application of Agents to Parallel Mesh Refinements in Domain Decomposition Based Parallel Fully Automatic <i>hp</i> Adaptive Finite Element Codes.
Proceedings of the Computational Science, 2006


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