Department of Civil Engineering and Geomatics
Recent Journal Publications
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Books
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Current Research Interests
Advances in the Civil Engineering scientific field evolved very fast in the last four decades due to the use of numerical methods in an attempt to accurately model and analyze the behavior of our structures. This ability was provided mainly through the use of the Finite Element Method which is considered to be one of the most important discoveries of the 20th century. Furthermore, the development of new materials such as fibre-reinforced polymers, and their use in our structures increased the demand for numerically and experimentally investigating the mechanical behavior of our structures. Therefore, developing new design formulae through the use of state-of-the-art modeling is now a modern reality.
One of the main objectives of the research work performed and presented in the list below aims towards the improvement of our build environment through the development of accurate algorithmic implementations that will provide objective and computationally efficient numerical models in order to develop safer structures and designs. Developing high-performance and accurate algorithms that will provide the ability to study the mechanical behavior of our structures under ultimate limit state conditions, will allow the scientific community to derive answers and propose improved design methodologies for earthquake-resistant structures or structures that use emerging materials. Furthermore, this technology can be used to assess the carrying capacity of existing structures thus providing us with the necessary tools in obtaining numerical results that will be computationally accurate and objective.
Since he was introduced for the first time to the “research world” (Sep. 2003), Dr. Markou managed to get involved in different scientific fields and work with numerous scientists from around the world. The list of his research interests is provided below:
It is undeniable that our world is heading towards a CAD-based design era that will one day utilize our engineers with the ability to enter the minimum required data within a software, whereas the corresponding software will provide within a few seconds the technical drawings, the environmental report, the cost estimation and the technical specifications that will make the under study structure a high quality product for the consumer. In addition to that, the development of software applications that will be able to assess any type of design that foresees the use of new immersed materials will also be something common in the not-so-far future. Finally, the assessment of the capacity of existing buildings through non-destructive tests and state-of-the-art nonlinear static/dynamic modeling is a research goal that will provide engineers with the ability to propose retrofitting techniques, and technical interventions and form strategies towards developing a safer environment for our society.
Mastering these research challenges is of great importance and forms some of the main research objectives of Dr. Markou’s work. Towards achieving these goals, the development of a strong international research team that will extend and enhance the pre-mentioned research work (M.Sc., PhD students, Post Docs, and Research Assistants) has been the task of the last two years. If you are a dynamic, enthusiastic, and self-motivated individual who loves modeling or programming click here so as to communicate with me directly.
Duration, Funding Ag. and Funding |
Title |
Total Funding (€) |
Role and Contribution |
---|---|---|---|
2004 - 2005, (1 Year) Government funding (Greece). |
Analysis of a Fluid Structure Interaction Problem with the Finite Element and Finite Volume Methods |
|
Researcher in Computational Mechanics – Programming – Running Analysis. |
2004 – 2005, (1 Year) Greek Aviation Industry |
Fluid-Structure Interaction of a wing |
|
Young Researcher |
2008 - 2011, (3 Years) National Technical University of Athens. |
Analysis of Reinforced Concrete Structures with the Finite Element Method |
21,690 |
Young Researcher. Conduct the research project. |
2010 - 2011, (1 Year) Interserve Ltd - for MOD UK. |
Seismic assessment of Reema Panel Buildings - Episcopi D- Block Pilot Study and Option Study |
|
Analysis through FEA software. Simulation and modeling consulting. |
2012-2018 (6 Years) – Ideas: The European Research Council (ERC) - FP7 |
Mastering the computational challenges in numerical modeling and optimum design of CNT reinforced composites [MASTER] |
2,496,000 |
Supervising the research work package titled Dynamic Analysis of Composite Materials with Dumping |
2015-2017, SECRETE, Erasmus Mundus, EU |
Ph.D. Title: Development of Fragility Curves in Cyprus for RC Structures |
36,000 |
Supervisor |
2019-2020, RDP, A1B553, University of Pretoria |
Ph.D. Title: Reinforced Concrete Modelling and Design – Developing the state-of-the-art. |
|
Leading Investigator |
2021-2022, NRF South Africa |
SMART R-INFRASTRUCTURE |
11,000 |
Leading Investigator |
2021-2022, EuroCC (The Cyprus Institute) |
Developing Design Formulae for Reinforced Concrete Structures Through the Use of Large-scale Simulations and AI Algorithms |
20,000 core hours |
Leading Investigator |
2022-2023, Production, EuroCC (The Cyprus Institute) |
Development of Fundamental period Formulae through Deep Learning AI for RC and Steel Buildings with and without SSI effects |
400,000 CPU core hours. (300,000 euros) |
Leading Investigator |
2023-2024, EuroCC2 (GRNET) |
Development of Predictive Models for the Mechanical Response of Structures through AI and ML Algorithms |
100,000 CPU core hours. (100,000 euros) |
Leading Investigator |
2023-2024, EuroHPC (PRACE, European Union, HPC LUMI) |
Development of Large FEA Generated Datasets for the Training of AI and ML Algorithms in Civil Engineering (EHPC-DEV-2023D04-047) |
4,000,000 CPU core hours. (500,000 euros) |
Leading Investigator |
Figure 1. Hussein Ali Bark receiving his 1st place price.
Figure 2. From Mr Hussein’s work, a RC 5-storey models prior to failure. von Mises strain contour of (Left) initial framing system and (Right) retrofitted framing system.
Figure 3. SAICE National Research Competition 2020. Mr. Dewald Gravett and Prof Markou with the Award
Figure 4. Slide with the finite element mesh of an 80 m tall wind turbine structure. Can you find where Mr. Dewald is located in this figure?
Figure 5. SAICE and SATC "Best Young Professional Paper". Work by: Paul Hume (in photo), Hannes Gräbe, and George Markou, "Using Machine Learning Techniques as Track Geometry Predictors for Railway Track"
If you are a self-motivated, dynamic, and enthusiastic individual who has a passion for programming and/or modeling structures through the use of numerical methods, and you are looking to work as a researcher under my supervision (M.Sc., Ph.D. or Post-Doc), then send me an email expressing your intentions. Please include your most recent CV and a short cover letter describing your major achievements during your undergrad and/or graduate studies (i.e. publications, technical reports, awards, or any other academic or professional achievements).
I will try to respond to your emails, but do understand that due to my increased professional obligations, there is a chance that I will not always be able to respond on time.
Email: george.markou@cut.ac.cy