Mariusz Bujny

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Hybrid Evolutionary

Similarity Metric

Top Venues

IEEE Trans. Evol. Comput.

Publications

Mariusz Bujny, Katarzyna Jesionek, Jakub Nalepa, Karol Miszalski-Jamka, Katarzyna Widawka-Zak, Sabina Wolny, Marcin Kostur
Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning. CoRR (2024)
Jaroslaw Goslinski, Filip Malawski, Mariusz Bujny, Marcin Kostur, Karol Miszalski-Jamka, Jakub Nalepa
Deep Learning Meets Particle Swarm Optimization For Aortic Valve Calcium Scoring From Cardiac Computed Tomography. ICIP (2023)
Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck
Evaluation of geometric similarity metrics for structural clusters generated using topology optimization. Appl. Intell. 53 (1) (2023)
Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck
Cooperative Multi-objective Topology Optimization Using Clustering and Metamodeling. CEC (2022)
Nikolas Hohmann, Mariusz Bujny, Jürgen Adamy, Markus Olhofer
Multi-objective 3D Path Planning for UAVs in Large-Scale Urban Scenarios. CEC (2022)
Patricia Wollstadt, Mariusz Bujny, Satchit Ramnath, Jami J. Shah, Duane Detwiler, Stefan Menzel
CarHoods10k: An Industry-Grade Data Set for Representation Learning and Design Optimization in Engineering Applications. IEEE Trans. Evol. Comput. 26 (6) (2022)
Nikolas Hohmann, Mariusz Bujny, Jürgen Adamy, Markus Olhofer
Hybrid Evolutionary Approach to Multi-objective Path Planning for UAVs. SSCI (2021)
Elena Raponi, Hao Wang, Mariusz Bujny, Simonetta Boria, Carola Doerr
High Dimensional Bayesian Optimization Assisted by Principal Component Analysis. PPSN (1) (2020)
Elena Raponi, Hao Wang, Mariusz Bujny, Simonetta Boria, Carola Doerr
High Dimensional Bayesian Optimization Assisted by Principal Component Analysis. CoRR (2020)
Elena Raponi, Mariusz Bujny, Markus Olhofer, Simonetta Boria, Fabian Duddeck
Hybrid Kriging-assisted Level Set Method for Structural Topology Optimization. IJCCI (2019)
Nivesh Dommaraju, Mariusz Bujny, Stefan Menzel, Markus Olhofer, Fabian Duddeck
Identifying Topological Prototypes using Deep Point Cloud Autoencoder Networks. ICDM Workshops (2019)
Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck
Learning-based topology variation in evolutionary level set topology optimization. GECCO (2018)
Mariusz Bujny, Nikola Aulig, Markus Olhofer, Fabian Duddeck
Hybrid evolutionary approach for level set topology optimization. CEC (2016)