Witold Dzwinel

75 papers A 1C 1Misc 6Journal 29Unranked 35

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Energy-Efficient Deep Learning Without Backpropagation: A Rigorous Evaluation of Forward-Only Algorithms. CoRR Przemyslaw Spyra, Witold Dzwinel
2025	J	`jnl`	Fast Simulation of the Zero Degree Calorimeter Responses with Generative Neural Networks. Comput. Softw. Big Sci. Maksymilian Wojnar, Emilia Majerz, Witold Dzwinel
2025	J	`jnl`	Inverse Autoregressive Flows for Zero Degree Calorimeter fast simulation. CoRR Emilia Majerz, Witold Dzwinel, Jacek Kitowski
2025	—	`conf`	Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab. ICCS (2) Pawel Maczuga, Maciej Sikora, Tomasz Sluzalec, Marcin Szubert, Lukasz Sztangret, Danuta Szeliga, Marcin Los, Witold Dzwinel, Keshav Pingali, Maciej Paszynski
2023	J	`jnl`	Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab. CoRR Pawel Maczuga, Maciej Skoczen, Przemyslaw Roznawski, Filip Tluszcz, Marcin Szubert, Marcin Los, Witold Dzwinel, Keshav Pingali, Maciej Paszynski
2023	J	`jnl`	Quasi-optimal Comput. Math. Appl. Tomasz Sluzalec, Rafal Wojciech Grzeszczuk, Sergio Rojas, Witold Dzwinel, Maciej Paszynski
2023	—	`conf`	What Will Happen When We Radically Simplify t-SNE and UMAP Visualization Algorithms? Is It Worth Doing So? ICCS (2) Bartosz Minch, Radoslaw Lazarz, Witold Dzwinel
2022	J	`jnl`	Quasi-optimal hp-finite element refinements towards singularities via deep neural network prediction. CoRR Tomasz Sluzalec, Rafal Wojciech Grzeszczuk, Sergio Rojas, Witold Dzwinel, Maciej Paszynski
2022	J	`jnl`	Supermodeling, a convergent data assimilation meta-procedure used in simulation of tumor progression. Comput. Math. Appl. Maciej Paszynski, Leszek Siwik, Witold Dzwinel, Keshav Pingali
2022	J	`jnl`	Tuning three-dimensional tumor progression simulations on a cluster of GPGPUs. J. Comput. Appl. Math. Leszek Siwik, Marcin Los, Adrian Klusek, Anna Paszynska, Keshav Pingali, Witold Dzwinel, Maciej Paszynski
2021	—	`conf`	Corrosion Detection on Aircraft Fuselage with Multi-teacher Knowledge Distillation. ICCS (6) Konrad Zuchniak, Witold Dzwinel, Emilia Majerz, Aleksandra Pasternak, Krzysztof Dragan
2021	J	`jnl`	Current Trends in Software Engineering Bachelor Theses. Comput. Informatics Jacek Dajda, Michal Idzik, Jakub Sroka, Mikolaj Sikora, Wiktor Pawlowski, Maciej Smolka, Przemyslaw Jablecki, Filip Slazyk, Maciej Malawski, Emilia Majerz, Aleksandra Pasternak, Witold Dzwinel, Wojciech Kania, Bogumila Hnatkowska, Wojciech Thomas, Joanna Swiebocka-Wiek, Andrzej Paszkiewicz
2021	—	`conf`	Supermodeling - A Meta-procedure for Data Assimilation and Parameters Estimation. ICCS (2) Leszek Siwik, Marcin Los, Witold Dzwinel
2021	J	`jnl`	Supermodeling in predictive diagnostics of cancer under treatment. Comput. Biol. Medicine Witold Dzwinel, Adrian Klusek, Leszek Siwik
2020	—	`conf`	Community Aware Models of Meme Spreading in Micro-blog Social Networks. ICCS (1) Mikolaj Kromka, Wojciech W. Czech, Witold Dzwinel
2020	—	`conf`	GPU-Embedding of kNN-Graph Representing Large and High-Dimensional Data. ICCS (2) Bartosz Minch, Mateusz Nowak, Rafal Wcislo, Witold Dzwinel
2020	J	`jnl`	SuperNet - An efficient method of neural networks ensembling. CoRR Ludwik Bukowski, Witold Dzwinel
2020	—	`conf`	Supermodeling: The Next Level of Abstraction in the Use of Data Assimilation. ICCS (6) Marcin Sendera, Gregory S. Duane, Witold Dzwinel
2019	J	`jnl`	2-D Embedding of Large and High-dimensional Data with Minimal Memory and Computational Time Requirements. CoRR Witold Dzwinel, Rafal Wcislo, Stan Matwin
2019	J	`jnl`	Efficient model of tumor dynamics simulated in multi-GPU environment. Int. J. High Perform. Comput. Appl. Adrian Klusek, Marcin Los, Maciej Paszynski, Witold Dzwinel
2019	J	`jnl`	Supermodeling of tumor dynamics with parallel isogeometric analysis solver. CoRR Leszek Siwik, Marcin Los, Adrian Klusek, Keshav Pingali, Witold Dzwinel, Maciej Paszynski
2018	—	`conf`	PAM: Discrete 3-D Model of Tumor Dynamics in the Presence of Anti-tumor Treatment. ACRI Marta Panuszewska, Bartosz Minch, Rafal Wcislo, Witold Dzwinel
2018	—	`conf`	Tuning two-dimensional tumor growth simulations. SummerSim Leszek Siwik, Marcin Los, Adrian Klusek, Witold Dzwinel, Maciej Paszynski
2017	Misc	`conf`	A concept of a prognostic system for personalized anti-tumor therapy based on supermodeling. ICCS Witold Dzwinel, Adrian Klusek, Maciej Paszynski
2017	—	`conf`	Continuous and Discrete Models of Melanoma Progression Simulated in Multi-GPU Environment. PPAM (1) Witold Dzwinel, Adrian Klusek, Rafal Wcislo, Marta Panuszewska, Pawel Topa
2017	J	`jnl`	Distributed computing of distance-based graph invariants for analysis and visualization of complex networks. Concurr. Comput. Pract. Exp. Wojciech W. Czech, Wojciech Mielczarek, Witold Dzwinel
2017	—	`conf`	Multi-GPU k-Nearest Neighbor Search in the Context of Data Embedding. PARCO Adrian Klusek, Witold Dzwinel
2017	J	`jnl`	ivga: A fast force-directed method for interactive visualization of complex networks. J. Comput. Sci. Witold Dzwinel, Rafal Wcislo, Wojciech W. Czech
2017	—	`conf`	ivga: visualization of the network of historical events. IML Witold Dzwinel, Rafal Wcislo, Magdalena Strzoda
2017	—	`conf`	ivhd: A Robust Linear-Time and Memory Efficient Method for Visual Exploratory Data Analysis. MLDM Witold Dzwinel, Rafal Wcislo
2016	J	`jnl`	PAM: Particle Automata in Modeling of Multiscale Biological Systems. ACM Trans. Model. Comput. Simul. Witold Dzwinel, Rafal Wcislo, David A. Yuen, Shea Miller
2016	—	`conf`	Simulation of tumor necrosis in primary melanoma. SummerSim Adrian Klusek, Witold Dzwinel, Arkadiusz Z. Dudek
2016	Misc	`conf`	Supermodeling in Simulation of Melanoma Progression. ICCS Witold Dzwinel, Adrian Klusek, Oleg V. Vasilyev
2015	—	`conf`	Comparison of Large Graphs Using Distance Information. PPAM (1) Wojciech W. Czech, Wojciech Mielczarek, Witold Dzwinel
2015	J	`jnl`	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. Piotr Iwo Wójcik, Thérèse Ouellet, Margaret Balcerzak, Witold Dzwinel
2015	J	`jnl`	Irreducible elementary cellular automata found. J. Comput. Sci. Witold Dzwinel, Krzysztof Magiera
2015	Misc	`conf`	Very Fast Interactive Visualization of Large Sets of High-dimensional Data. ICCS Witold Dzwinel, Rafal Wcislo
2015	Misc	`conf`	Visual Exploration of Data with Multithread MIC Computer Architectures. ICAISC Piotr Pawliczek, Witold Dzwinel, David A. Yuen
2014	—	`conf`	A Novel Algorithm for Coarse-Graining of Cellular Automata. ACRI Krzysztof Magiera, Witold Dzwinel
2014	J	`jnl`	Visual exploration of data by using multidimensional scaling on multicore CPU, GPU, and MPI cluster. Concurr. Comput. Pract. Exp. Piotr Pawliczek, Witold Dzwinel, David A. Yuen
2013	—	`conf`	Coupling Lattice Boltzmann Gas and Level Set Method for Simulating Free Surface Flow in GPU/CUDA Environment. PPAM (2) Tomir Kryza, Witold Dzwinel
2013	Misc	`conf`	Interactive Data Mining by Using Multidimensional Scaling. ICCS Piotr Pawliczek, Witold Dzwinel
2012	—	`conf`	A Metaphor of Complex Automata in Modeling Biological Phenomena. ACRI Rafal Wcislo, Witold Dzwinel
2012	—	`ch.`	Complex Automata as a Novel Conceptual Framework for Modeling Biomedical Phenomena. Advances in Intelligent Modelling and Simulation Witold Dzwinel
2012	—	`ch.`	Review of Graph Invariants for Quantitative Analysis of Structure Dynamics. Advances in Intelligent Modelling and Simulation Wojciech W. Czech, Witold Dzwinel
2011	J	`jnl`	Exploring Complex Networks with Graph Investigator Research Application. Comput. Informatics Wojciech W. Czech, Witold Dzwinel, Slawomir Goryczka, Tomasz Arodz, Arkadiusz Z. Dudek
2011	—	`conf`	Graph of Cellular Automata as a Metaphor of Fusarium Graminearum Growth Implemented in GPGPU CUDA Computational Environment. PPAM (2) Pawel Topa, Maciej Kuzniar, Witold Dzwinel
2011	C	`conf`	Visualization of highly-dimensional data in 3D space. ISDA Dat T. Nguyen, Witold Dzwinel, Krzysztof J. Cios
2010	—	`conf`	N-body parallel model of tumor proliferation. SummerSim Rafal Wcislo, Pawel Gosztyla, Witold Dzwinel
2009	—	`ch.`	Earthquake Clusters over Multi-dimensional Space, Visualization of. Encyclopedia of Complexity and Systems Science David A. Yuen, Witold Dzwinel, Yehuda Ben-Zion, Benjamin J. Kadlec
2009	—	`conf`	Parallel Implementation of Multidimensional Scaling Algorithm Based on Particle Dynamics. PPAM (1) Piotr Pawliczek, Witold Dzwinel
2009	—	`conf`	Particle Model of Tumor Growth and Its Parallel Implementation. PPAM (1) Rafal Wcislo, Witold Dzwinel
2008	—	`conf`	Particle Based Model of Tumor Progression Stimulated by the Process of Angiogenesis. ICCS (2) Rafal Wcislo, Witold Dzwinel
2006	J	`jnl`	Computer-based methods for breast cancer detection in mammograms. Bio Algorithms Med Syst. Witold Dzwinel, Krzysztof Boryczko, Tomasz Arodz, Marcin Kurdziel
2006	—	`conf`	In Search of Cellular Automata Reproducing Chaotic Dynamics Described by Logistic Formula. ACRI Witold Dzwinel
2005	A	`conf`	Visual Exploration of Multidimensional Feature Space of Biological Data. IEEE Visualization Tomasz Arodz, Krzysztof Boryczko, Witold Dzwinel, Marcin Kurdziel, David A. Yuen
2004	—	`conf`	A Cellular Automata Model of Population Infected by Periodic Plague. ACRI Witold Dzwinel
2004	J	`jnl`	Modeling fibrin aggregation in blood flow with discrete-particles. Comput. Methods Programs Biomed. Krzysztof Boryczko, Witold Dzwinel, David A. Yuen
2003	J	`jnl`	Clustering revealed in high-resolution simulations and visualization of multi-resolution features in fluid-particle models. Concurr. Comput. Pract. Exp. Krzysztof Boryczko, Witold Dzwinel, David A. Yuen
2003	Misc	`conf`	Consuming Environment with Transportation Network Modelled Using Graph of Cellular Automata. PPAM Pawel Topa, Witold Dzwinel
2002	J	`jnl`	Parallel implementation of the fluid particle model for simulating complex fluids in the mesoscale. Concurr. Comput. Pract. Exp. Krzysztof Boryczko, Witold Dzwinel, David A. Yuen
1999	J	`jnl`	Method of particles in visual clustering of multi-dimensional and large data sets. Future Gener. Comput. Syst. Witold Dzwinel, Jan Blasiak
1998	—	`conf`	Large-Scale Molecular Dynamics Experiments on Cray T3E System. HPCN Europe Witold Dzwinel, Witold Alda, Jacek Kitowski, Jacek Moscinski, Marek Pogoda, David A. Yuen
1998	—	`conf`	Visual Clustering of Multidimensional and Large Data Sets Using Parallel Environments. HPCN Europe Jan Blasiak, Witold Dzwinel
1997	—	`conf`	Development of Parallel Applications for MEGA-D - System for Oil and Gas Prospecting. HPCN Europe Witold Dzwinel, Jan Dzwinel, Krzysztof Dzwinel
1997	—	`conf`	High Performance Simulation of Thermal Convection Using Quasi-particle Approach. HPCN Europe Witold Alda, Witold Dzwinel, Jacek Kitowski, Jacek Moscinski, David A. Yuen
1997	J	`jnl`	Virtual particles and search for global minimum. Future Gener. Comput. Syst. Witold Dzwinel
1996	—	`conf`	Molecular Simulation of Mixing Fluids and Microhydrodynamic Instabilities. HPCN Europe Witold Alda, Witold Dzwinel, Jacek Kitowski, Jacek Moscinski, David A. Yuen
1996	—	`conf`	Particles Paradigm and Optimization Problems. HPCN Europe Witold Dzwinel
1996	—	`conf`	Spatial Genetic Algorithm and Its Parallel Implementation. PARA Andrzej Broda, Witold Dzwinel
1995	—	`conf`	Convection driven by sedimentation using molecular dynamics approach. HPCN Europe Witold Alda, Witold Dzwinel, Jacek Kitowski, Jacek Moscinski, David A. Yuen
1995	—	`conf`	Pattern recognition via molecular dynamics on vector supercomputers and networked workstations. HPCN Europe Witold Dzwinel, Jan Blasiak
1994	J	`jnl`	How to make sammon's mapping useful for multidimensional data structures analysis. Pattern Recognit. Witold Dzwinel
1994	—	`conf`	Mapping on Patterns - The Way of Insight into Multi-Dimensional Data Structures. HPCN Witold Dzwinel
1991	J	`jnl`	The search for an optimal multiprocessor interconnection network. Parallel Comput. Witold Dzwinel