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Dimitrios Kaklis

Enabling digital twins in the maritime sector through the lens of AI and industry 4.0
2023 · Dimitrios Kaklis, Iraklis Varlamis, et al. · International Journal of Information Management Data Insights · 41
Marine Voyage Optimization and Weather Routing with Deep Reinforcement Learning
2025 · Charilaos Latinopoulos, Efstathios Zavvos, et al. · Journal of Marine Science and Engineering · 40
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A big data approach for Fuel Oil Consumption estimation in the maritime industry
2022 · Dimitrios Kaklis, Pavlos Eirinakis, et al. · IEEE International Conference on Big Data Computing Service and Applications (BigDataService) · 19
Trajectory Mining and Routing: A Cross-Sectoral Approach
2024 · Dimitrios Kaklis, Ioannis Kontopoulos, et al. · Journal of Marine Science and Engineering · 16
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AIS-Enabled Weather Routing for Cargo Loss Prevention
2022 · Kalliopi Spyrou-Sioula, Ioannis Kontopoulos, et al. · Journal of Marine Science and Engineering · 13
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Online Training for Fuel Oil Consumption Estimation: A Data Driven Approach
2022 · Dimitrios Kaklis, Iraklis Varlamis, et al. · IEEE International Conference on Mobile Data Management (MDM) · 11
From STEAM to Machine: Emissions control in the shipping 4.0 era
2023 · Dimitrios Kaklis, Takis J. Varelas, et al. · SNAME International Symposium on Ship Operations, Management and Economics (SOME) · 7
A data mining approach for predicting main-engine rotational speed from vessel-data measurements
2019 · Dimitrios Kaklis, George Giannakopoulos, et al. · International Database Engineering and Applications Symposium (IDEAS) · 7
Improving Voyage Efficiency in the Shipping 4.0 Decarbonization Era
2023 · Takis J. Varelas, Dimitrios Kaklis, et al. · IEEE International Symposium on Service-Oriented System Engineering (SOSE) · 2
AIS-Informed and Land-Aware Eco-Routing for Maritime Decision Support Using Machine Learning and Metocean Data
2026 · Nikolaos Douros, Dimitrios Kaklis, et al. · Sensors
Ship Hull Generation Using GANs & VAE-PCTs: A Comparison Study
2026 · Georgios Anagnostopoulos, Dimitrios Kaklis, et al. · Journal of Marine Science and Engineering
Ship Hull Generation using Convolutional & Transformer Networks: A Comparative Study
2026 · Georgios Anagnostopoulos, Dimitrios Kaklis, et al. · SSRN Electronic Journal
Ship Hull Generation using Convolutional & Transformer Networks: A Comparative Study
2026 · Georgios Anagnostopoulos, Dimitrios Kaklis, et al. · SSRN Electronic Journal
AI & ΙοΤ-enabled exergy optimization for carbon-neutral ship operation
2023 · Δημήτριος Κακλής
Works count: 14
Citation count: 156
H-index: 7
I10-index: 6
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