Research output per year
Research output per year
Accepting PhD Students
Research activity per year
I combine advanced numerical methods with novel information technologies to study structural and geotechnical problems. My research area combines intelligent computing, computer vision and machine learning, computational mechanics, and Building Information Modelling (BIM) with application to structural engineering, manufacturing and transport infrastructure problems. The methods I developed and implemented include fully-parametric multi-level geometric-semantic models for urban tunnelling, Finite Element (FE) formulations on the element and constitutive level, artificial neural networks, optimisation algorithms, algorithms for sensitivity analysis, and methods to handle massive computations and analyse the resulting data. The reliability of the predictions obtained from the process-oriented numerical simulations is evaluated by means of stochastic, interval, fuzzy, and imprecise probability approaches. Applied to infrastructure problems , these methods provide design support throughout the complete lifecycle, from planning over design to construction. In the following, a more detailed description of my research areas is given.
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Research output: Contribution to journal › Article › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Research output: Working paper/Preprint › Preprint
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Ninic, J. (Principal Investigator)
NETWORK RAIL INFRASTRUCTURE LTD
1/03/25 → 31/12/26
Project: Industry
Ninic, J. (Principal Investigator)
UKRI Horizon Europe Underwriting EPSRC
6/01/25 → 5/10/26
Project: Research
Mitoulis, S. (Co-Investigator), Navarro-Cia, M. (Co-Investigator), Cox, M. (Co-Investigator), Cummins, G. (Co-Investigator), Morales-Munoz, I. (Co-Investigator), Ninic, J. (Co-Investigator), Scott, A. (Co-Investigator), Nirantharakumar, K. (Co-Investigator), Liu, Z. (Co-Investigator), Bartington, S. (Co-Investigator), Baber, C. (Co-Investigator), Fraga, B. (Principal Investigator), Wang, S. (Co-Investigator) & Pfrang, C. (Co-Investigator)
1/09/24 → 31/05/25
Project: Research Councils
Ninic, J. (Principal Investigator) & Kaewunruen, S. (Co-Investigator)
UKRI Horizon Europe Underwriting EPSRC, European Commission
1/07/24 → 30/06/26
Project: Research
Mitoulis, S. (Principal Investigator) & Ninic, J. (Co-Investigator)
UKRI Horizon Europe Underwriting – EPSRC
1/01/23 → 31/12/26
Project: Research Councils
Ninic, J. (Recipient) & Cabrera Duran, M. (Recipient), 16 Oct 2023
Prize: Prize (including medals and awards)