Danuta Szeliga

According to our database, Danuta Szeliga authored at least 8 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Event-Driven and Scalable Digital Twin System for Real-Time Non-Destructive Testing in Industrial Computational Systems.

Piotr Hajder, Mateusz Mojzeszko, Filip Hallo, Lucyna Hajder, Krzysztof Regulski, Krzysztof Banas, Monika Pernach, Danuta Szeliga, Krzysztof Bzowski, Kazimierz Michalik, Adam Mrózek, Lukasz Sztangret, Marek Wilkus, Tomasz Jazdzewski, Wojciech Jedrysik, Rafal Nadolski, Andrzej Opalinski, Lukasz Rauch

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025

Towards an Interoperable Digital Shadow System for Continuous Steel Casting using Explainable AI and Kubernetes.

Piotr Hajder, Mateusz Mojzeszko, Filip Hallo, Lucyna Hajder, Krzysztof Regulski, Krzysztof Banas, Monika Pernach, Danuta Szeliga, Krzysztof Bzowski, Kazimierz Michalik, Adam Mrózek, Lukasz Sztangret, Marek Wilkus, Tomasz Jazdzewski, Wojciech Jedrysik, Rafal Nadolski, Andrzej Opalinski, Lukasz Rauch

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2025

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

Pawel Maczuga, Maciej Sikora, Tomasz Sluzalec, Marcin Szubert, Lukasz Sztangret, Danuta Szeliga, Marcin Los, Witold Dzwinel, Keshav Pingali, Maciej Paszynski

Proceedings of the Computational Science - ICCS 2025, 2025

Physics Informed Neural Networks for Non-stationary Material Science Problems.

Pawel Maczuga, Tomasz Sluzalec, Lukasz Sztangret, Danuta Szeliga, Marcin Los, Maciej Paszynski

Proceedings of the Computational Science - ICCS 2025 Workshops, 2025

2022

On Mathematical Aspects of Evolution of Dislocation Density in Metallic Materials.

Natalia Czyzewska, Jan Kusiak, Pawel M. Morkisz, Piotr Oprocha, Maciej Pietrzyk, Pawel Przybylowicz, Lukasz Rauch, Danuta Szeliga

IEEE Access, 2022

2020

Development and Application of the Statistically Similar Representative Volume Element for Numerical Modelling of Multiphase Materials.

Lukasz Rauch, Krzysztof Bzowski, Danuta Szeliga, Maciej Pietrzyk

Proceedings of the Computational Science - ICCS 2020, 2020

2015

Identification of Multi-inclusion Statistically Similar Representative Volume Element for Advanced High Strength Steels by Using Data Farming Approach.

Lukasz Rauch, Danuta Szeliga, Daniel Bachniak, Krzysztof Bzowski, Renata Slota, Maciej Pietrzyk, Jacek Kitowski

Proceedings of the International Conference on Computational Science, 2015

2014

Application of Sensitivity Analysis to Grid-Based Procedure Dedicated to Creation of SSRVE.

Lukasz Rauch, Danuta Szeliga, Daniel Bachniak, Krzysztof Bzowski, Maciej Pietrzyk

Proceedings of the eScience on Distributed Computing Infrastructure, 2014