Jelena Ninic

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Learning Technologies

Numerical Analysis

Computationally Efficient

Top Venues

Adv. Eng. Informatics

Publications

Ivan Izonin, Ali Gamra, Oleslav Boychuk, Jelena Ninic, Roman Tkachenko, Stergios Aristoteles Mitoulis
PCA-NuSVR Framework for Predicting Local and Global Indicators of Tunneling-induced Building Damage. SMARTINDUSTRY (2024)
Nadiia Kopiika, Andreas Karavias, Pavlos Krassakis, Zehao Ye, Jelena Ninic, Nataliya Shakhovska, Nikolaos Koukouzas, Sotirios Argyroudis, Stergios Aristoteles Mitoulis
Tiered approach for rapid damage characterisation of infrastructure enabled by remote sensing and deep learning technologies. CoRR (2024)
Zehao Ye, Lucy Lovell, Asaad Faramarzi, Jelena Ninic
SAM-based instance segmentation models for the automation of structural damage detection. CoRR (2024)
Manuela Cabrera, Jelena Ninic, Walid Tizani
Fusion of experimental and synthetic data for reliable prediction of steel connection behaviour using machine learning. Eng. Comput. 39 (6) (2023)
Massimo Sferza, Jelena Ninic, Florian Glock, Christoph Hofer, Fernass Daoud, Dimitrios Chronopoulos, Kristoffer G. van der Zee
Global-local multidisciplinary optimisation for the evaluation of local constraints on finer meshes in preliminary aircraft design. Eng. Comput. 39 (6) (2023)
Jelena Ninic, Kristoffer G. van der Zee, Matteo Icardi, Fangying Wang
Editorial UKACM 2022: advances in computational mechanics. Eng. Comput. 39 (6) (2023)
Jelena Ninic, Christian Koch, Andre Vonthron, Walid Tizani, Markus König
Integrated parametric multi-level information and numerical modelling of mechanised tunnelling projects. Adv. Eng. Informatics 43 (2020)
Jelena Ninic, Hoang-Giang Bui, Günther Meschke
BIM-to-IGA: A fully automatic design-through-analysis workflow for segmented tunnel linings. Adv. Eng. Informatics 46 (2020)
Jelena Ninic, Hoang-Giang Bui, Christian Koch, Günther Meschke
Computationally Efficient Simulation in Urban Mechanized Tunneling Based on Multilevel BIM Models. J. Comput. Civ. Eng. 33 (3) (2019)
Jelena Ninic, Hoang-Giang Bui, Günther Meschke
Parametric Design and Isogeometric Analysis of Tunnel Linings within the Building Information Modelling Framework. EG-ICE (2018)
Cunyi Cheng, Jelena Ninic, Walid Tizani
Parametric Virtual Design-Based Multi-Objective Optimization for Sustainable Building Design. EG-ICE (2018)
Jelena Ninic, Christian Koch, Walid Tizani
Meta Models for Real-Time Design Assessment Within an Integrated Information and Numerical Modelling Framework. EG-ICE (2018)
Jelena Ninic, Christian Koch, Janosch Stascheit
An integrated platform for design and numerical analysis of shield tunnelling processes on different levels of detail. Adv. Eng. Softw. 112 (2017)