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Hire Dr. Nikolas M.

Italy

USD 60 /hr

Postdoctoral Researcher | Expert in Metocean Eng, Statistics, Data Analysis, ANN & Visualisation | Skilled in R, Python

Profile Summary

Experienced researcher with a strong foundation in Mathematics (B.Sc., specializing in Applied Mathematics and Statistics), an M.Sc. in Marine and Ocean Engineering, and a Ph.D. in Coastal Engineering. My expertise includes the analysis of metocean data, statistics, probability, artificial neural networks (ANNs), and clustering, employing various models and methodologies applicable to the Renewable Energy sector, flood risk assessment, and Coastal Management. I have contributed to European and national research projects in Greece, the UK, and Italy. My experience includes preparing research proposals and publishing scientific articles in peer-reviewed journals. Additionally, I have over 15 years of experience as a Mathematics tutor, preparing students for high school and university exams, and supporting IB and A-Level assignments.

Subject Matter Expertise

• ★ Data Visualization
• ★ Neural Networks
• ★ Statistics
• ☆ Shipbuilding & Marine Engineering
• ☆ Civil Engineering
• ☆ Coastal Engineering
• ☆ Ocean Engineering
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Comparative Analysis
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Mathematical Statistics
• ☆ Statistical Review
• ☆ Trend Analysis
• ☆ Earth & Atmospheric Science
• ☆ Oceanography & Marine Science
• ☆ Meteorology
• ☆ Hydrology
• ☆ Environmental Science
• ☆ Environmental Statistics
• ☆ Renewable Energy
• ☆ Wind Energy
• ☆ Applied Mathematics
• ☆ Mathematics Education
• ☆ Stochastic Processes
• ☆ Marine Engineering

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing, General Proofreading & Editing

Research Scientific and Technical Research

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Work Experience

Postdoctoral Researcher

University of Reggio Calabria

February 2024 - Present

Research Fellow in ORE Metocean Data Integration

University of Plymouth

December 2021 - February 2024

Researcher

Ethniko Metsobio Polytechneio

July 2021 - September 2021

Education

PhD in Coastal Engineering (School of Civil Engineering)

National Technical University of Athens

- July 2021

MSc in Marine Science and Technology (School of Naval Architecture and Marine Engineering)

National Technical University of Athens - Zografou Campus

- 2013

BSc in Mathematics (Faculty of Sciences - School of Mathematics)

Aristotle University of Thessaloniki

- 2008

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Nikolas Martzikos, Carlo Ruzzo, Giovanni Malara, Vincenzo Fiamma, Felice Arena (2024). Applying Neural Networks to Predict Offshore Platform Dynamics . Journal of Marine Science and Engineering.

Nikolas Martzikos, Carlo Ruzzo, Giovanni Malara, Vincenzo FIAMMA, Felice Arena (2024). Applying Neural Networks to Predict Offshore Platform Dynamics . Journal of Marine Science and Engineering.

Nikolas Martzikos, Dimitra I. Malliouri, Chara Kyriakidou, Vyron Moraitis, Dimitrios Vandarakis, Fragkiska-Karmela Gad, Georgios-Angelos Hatiris, Vasilios Kapsimalis (2024). A new approach for the assessment of coastal flooding risk. Application in Rhodes island, Greece . Applied Ocean Research.

Nikolas Martzikos, Dimitra Malliouri, Vasiliki Tsoukala (2023). Shape investigation and probabilistic representation of coastal storms. Applications to Mykonos and Barcelona . Applied Ocean Research.

(2021). Key research issues of coastal storm analysis . Ocean & Coastal Management.

Nikolas T. Martzikos, Panayotis E. Prinos, Constantine D. Memos, Vasiliki K. Tsoukala(2021). Key research issues of coastal storm analysis . Ocean & Coastal Management. 199. p. 105389. Elsevier {BV}

Nikolas T. Martzikos and Panayotis E. Prinos and Constantine D. Memos and Vasiliki K. Tsoukala(2020). Statistical analysis of Mediterranean coastal storms . Oceanologia. Elsevier {BV}

(2018). Storm clustering and classification for the port of Rethymno in Greece . Water Utility Journal 20 : 67 - 79 , 20 18 .

(2017). Cluster analysis and classification of storm events at Rethymno . European Water 57: 57 - 62 , 2017.

Martzikos, N.T., Soukissian, T.H.(2017). Modelling of the sea surface elevation based on a data analysis in the Greek seas . Applied Ocean Research. 69. p. 76-86.

Tsoukala, V.K., Chondros, M., Kapelonis, Z.G., Martzikos, N., Lykou, A., Belibassakis, K., Makropoulos, C.(2016). An integrated wave modelling framework for extreme and rare events for climate change in coastal areas - The case of Rethymno, Crete . Oceanologia. 58. (2). p. 71-89.

CONFERENCE PAPER

Nikolas Martzikos, Dimitra Malliouri, Vasiliki Tsoukala(2022). Fully probabilistic reliability and resilience analysis of coastal structures based on damage evolution simulation . Proceedings of the 39th IAHR World Congress. International Association for Hydro-Environment Engineering and Research ({IAHR})

(2019). Mediterranean Coastal Storms in a Changing Climate. Conference: 1st International Scientific Conference on the Design and Management of Harbor Coastal and Offshore Works.

Giantsi, T., Papacharalampous, G., Martzikos, N., Moutzouris, C.I.(2016). Spectral parameters modification in front of a seawall with wave return . Sustainable Hydraulics in the Era of Global Change - Proceedings of the 4th European Congress of the International Association of Hydroenvironment engineering and Research, IAHR 2016. p. 330-337.