Jelena Ninić

BIM, machine learning and computer vision techniques in underground construction: Current status and future perspectives

Mengqi Huang, Jelena Ninić, Qianbing Zhang · Tunnelling and Underground Space Technology · 2020 · 340 citations · Full text

Construction Technology, Underground Infrastructure, Machine Vision +13

Recurrent neural networks and proper orthogonal decomposition with interval data for real-time predictions of mechanised tunnelling processes

Steffen Freitag, Ba Trung Cao, Jelena Ninić et al. · Computers & Structures · 2017 · 104 citations · Full text

Interval Data, Engineering, Machine Learning +9

Multi-LOD BIM for underground metro station: Interoperability and design-to-design enhancement

Mengqi Huang, Huamei Zhu, Jelena Ninić et al. · Tunnelling and Underground Space Technology · 2021 · 76 citations · Full text

Underground Infrastructure, Engineering, Multi-lod Bim +6

A hybrid finite element and surrogate modelling approach for simulation and monitoring supported TBM steering

Jelena Ninić, Steffen Freitag, Günther Meschke · Tunnelling and Underground Space Technology · 2016 · 75 citations · Full text

Surrogate Modelling Approach, Engineering, Aerospace Engineering +8

Model update and real-time steering of tunnel boring machines using simulation-based meta models

Jelena Ninić, Günther Meschke · Tunnelling and Underground Space Technology · 2014 · 66 citations · Full text

Simulation Methodology, Co-simulation, Real-time Steering +12