Mariusz Bujny

According to our database, Mariusz Bujny authored at least 12 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning.

Mariusz Bujny, Katarzyna Jesionek, Jakub Nalepa, Karol Miszalski-Jamka, Katarzyna Widawka-Zak, Sabina Wolny, Marcin Kostur

CoRR, 2024

2023

Evaluation of geometric similarity metrics for structural clusters generated using topology optimization.

Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck

Appl. Intell., 2023

Deep Learning Meets Particle Swarm Optimization For Aortic Valve Calcium Scoring From Cardiac Computed Tomography.

Jaroslaw Goslinski, Filip Malawski, Mariusz Bujny, Marcin Kostur, Karol Miszalski-Jamka, Jakub Nalepa

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

CarHoods10k: An Industry-Grade Data Set for Representation Learning and Design Optimization in Engineering Applications.

Patricia Wollstadt, Mariusz Bujny, Satchit Ramnath, Jami J. Shah, Duane Detwiler, Stefan Menzel

IEEE Trans. Evol. Comput., 2022

Multi-objective 3D Path Planning for UAVs in Large-Scale Urban Scenarios.

Nikolas Hohmann, Mariusz Bujny, Jürgen Adamy, Markus Olhofer

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling.

Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck

Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021

Hybrid Evolutionary Approach to Multi-objective Path Planning for UAVs.

Nikolas Hohmann, Mariusz Bujny, Jürgen Adamy, Markus Olhofer

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

High Dimensional Bayesian Optimization Assisted by Principal Component Analysis.

Elena Raponi, Hao Wang, Mariusz Bujny, Simonetta Boria, Carola Doerr

Proceedings of the Parallel Problem Solving from Nature - PPSN XVI, 2020

2019

Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization.

Elena Raponi, Mariusz Bujny, Markus Olhofer, Simonetta Boria, Fabian Duddeck

Proceedings of the 11th International Joint Conference on Computational Intelligence, 2019

Identifying Topological Prototypes using Deep Point Cloud Autoencoder Networks.

Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018

Learning-based topology variation in evolutionary level set topology optimization.

Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2016

Hybrid evolutionary approach for level set topology optimization.

Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck

Proceedings of the IEEE Congress on Evolutionary Computation, 2016