Witold Dzwinel

According to our database1, Witold Dzwinel authored at least 71 papers between 1991 and 2023.

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

Timeline

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Bibliography

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

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

What Will Happen When We Radically Simplify t-SNE and UMAP Visualization Algorithms? Is It Worth Doing So?
Proceedings of the Computational Science - ICCS 2023, 2023

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

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

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

2021
Supermodeling in predictive diagnostics of cancer under treatment.
Comput. Biol. Medicine, 2021

Current Trends in Software Engineering Bachelor Theses.
Comput. Informatics, 2021

Corrosion Detection on Aircraft Fuselage with Multi-teacher Knowledge Distillation.
Proceedings of the Computational Science - ICCS 2021, 2021

Supermodeling - A Meta-procedure for Data Assimilation and Parameters Estimation.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
SuperNet - An efficient method of neural networks ensembling.
CoRR, 2020

Supermodeling: The Next Level of Abstraction in the Use of Data Assimilation.
Proceedings of the Computational Science - ICCS 2020, 2020

GPU-Embedding of kNN-Graph Representing Large and High-Dimensional Data.
Proceedings of the Computational Science - ICCS 2020, 2020

Community Aware Models of Meme Spreading in Micro-blog Social Networks.
Proceedings of the Computational Science - ICCS 2020, 2020

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

2-D Embedding of Large and High-dimensional Data with Minimal Memory and Computational Time Requirements.
CoRR, 2019

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

PAM: Discrete 3-D Model of Tumor Dynamics in the Presence of Anti-tumor Treatment.
Proceedings of the Cellular Automata, 2018

2017
ivga: A fast force-directed method for interactive visualization of complex networks.
J. Comput. Sci., 2017

Distributed computing of distance-based graph invariants for analysis and visualization of complex networks.
Concurr. Comput. Pract. Exp., 2017

Continuous and Discrete Models of Melanoma Progression Simulated in Multi-GPU Environment.
Proceedings of the Parallel Processing and Applied Mathematics, 2017

Multi-GPU k-Nearest Neighbor Search in the Context of Data Embedding.
Proceedings of the Parallel Computing is Everywhere, 2017

ivhd: A Robust Linear-Time and Memory Efficient Method for Visual Exploratory Data Analysis.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2017

ivga: visualization of the network of historical events.
Proceedings of the 1st International Conference on Internet of Things and Machine Learning, 2017

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

2016
PAM: Particle Automata in Modeling of Multiscale Biological Systems.
ACM Trans. Model. Comput. Simul., 2016

Simulation of tumor necrosis in primary melanoma.
Proceedings of the Summer Computer Simulation Conference, 2016

Supermodeling in Simulation of Melanoma Progression.
Proceedings of the International Conference on Computational Science 2016, 2016

2015
Irreducible elementary cellular automata found.
J. Comput. Sci., 2015

Identification of biomarker genes for resistance to a pathogen by a novel method for meta-analysis of single-channel microarray datasets.
J. Bioinform. Comput. Biol., 2015

Comparison of Large Graphs Using Distance Information.
Proceedings of the Parallel Processing and Applied Mathematics, 2015

Very Fast Interactive Visualization of Large Sets of High-dimensional Data.
Proceedings of the International Conference on Computational Science, 2015

Visual Exploration of Data with Multithread MIC Computer Architectures.
Proceedings of the Artificial Intelligence and Soft Computing, 2015

2014
Visual exploration of data by using multidimensional scaling on multicore CPU, GPU, and MPI cluster.
Concurr. Comput. Pract. Exp., 2014

A Novel Algorithm for Coarse-Graining of Cellular Automata.
Proceedings of the Cellular Automata, 2014

2013
Coupling Lattice Boltzmann Gas and Level Set Method for Simulating Free Surface Flow in GPU/CUDA Environment.
Proceedings of the Parallel Processing and Applied Mathematics, 2013

Interactive Data Mining by Using Multidimensional Scaling.
Proceedings of the International Conference on Computational Science, 2013

2012
Complex Automata as a Novel Conceptual Framework for Modeling Biomedical Phenomena.
Proceedings of the Advances in Intelligent Modelling and Simulation, 2012

Review of Graph Invariants for Quantitative Analysis of Structure Dynamics.
Proceedings of the Advances in Intelligent Modelling and Simulation, 2012

A Metaphor of Complex Automata in Modeling Biological Phenomena.
Proceedings of the Cellular Automata, 2012

2011
Exploring Complex Networks with Graph Investigator Research Application.
Comput. Informatics, 2011

Graph of Cellular Automata as a Metaphor of Fusarium Graminearum Growth Implemented in GPGPU CUDA Computational Environment.
Proceedings of the Parallel Processing and Applied Mathematics, 2011

Visualization of highly-dimensional data in 3D space.
Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010
N-body parallel model of tumor proliferation.
Proceedings of the SummerSim '10, 2010

2009
Earthquake Clusters over Multi-dimensional Space, Visualization of.
Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

Particle Model of Tumor Growth and Its Parallel Implementation.
Proceedings of the Parallel Processing and Applied Mathematics, 2009

Parallel Implementation of Multidimensional Scaling Algorithm Based on Particle Dynamics.
Proceedings of the Parallel Processing and Applied Mathematics, 2009

2008
Particle Based Model of Tumor Progression Stimulated by the Process of Angiogenesis.
Proceedings of the Computational Science, 2008

2006
Computer-based methods for breast cancer detection in mammograms.
Bio Algorithms Med Syst., 2006

In Search of Cellular Automata Reproducing Chaotic Dynamics Described by Logistic Formula.
Proceedings of the Cellular Automata, 2006

2005
Visual Exploration of Multidimensional Feature Space of Biological Data.
Proceedings of the 16th IEEE Visualization Conference, 2005

2004
Modeling fibrin aggregation in blood flow with discrete-particles.
Comput. Methods Programs Biomed., 2004

A Cellular Automata Model of Population Infected by Periodic Plague.
Proceedings of the Cellular Automata, 2004

2003
Clustering revealed in high-resolution simulations and visualization of multi-resolution features in fluid-particle models.
Concurr. Comput. Pract. Exp., 2003

Consuming Environment with Transportation Network Modelled Using Graph of Cellular Automata.
Proceedings of the Parallel Processing and Applied Mathematics, 2003

2002
Parallel implementation of the fluid particle model for simulating complex fluids in the mesoscale.
Concurr. Comput. Pract. Exp., 2002

1999
Method of particles in visual clustering of multi-dimensional and large data sets.
Future Gener. Comput. Syst., 1999

1998
Large-Scale Molecular Dynamics Experiments on Cray T3E System.
Proceedings of the High-Performance Computing and Networking, 1998

Visual Clustering of Multidimensional and Large Data Sets Using Parallel Environments.
Proceedings of the High-Performance Computing and Networking, 1998

1997
Virtual particles and search for global minimum.
Future Gener. Comput. Syst., 1997

Development of Parallel Applications for MEGA-D - System for Oil and Gas Prospecting.
Proceedings of the High-Performance Computing and Networking, 1997

High Performance Simulation of Thermal Convection Using Quasi-particle Approach.
Proceedings of the High-Performance Computing and Networking, 1997

1996
Spatial Genetic Algorithm and Its Parallel Implementation.
Proceedings of the Applied Parallel Computing, 1996

Particles Paradigm and Optimization Problems.
Proceedings of the High-Performance Computing and Networking, 1996

Molecular Simulation of Mixing Fluids and Microhydrodynamic Instabilities.
Proceedings of the High-Performance Computing and Networking, 1996

1995
Pattern recognition via molecular dynamics on vector supercomputers and networked workstations.
Proceedings of the High-Performance Computing and Networking, 1995

Convection driven by sedimentation using molecular dynamics approach.
Proceedings of the High-Performance Computing and Networking, 1995

1994
How to make sammon's mapping useful for multidimensional data structures analysis.
Pattern Recognit., 1994

Mapping on Patterns - The Way of Insight into Multi-Dimensional Data Structures.
Proceedings of the High-Performance Computing and Networking, 1994

1991
The search for an optimal multiprocessor interconnection network.
Parallel Comput., 1991


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