Get started
Author

Nikolaos Tsoulakos

Observed names: N. Tsoulakos, Tsoulakos Nikolaos, Tsoulakos, N, Tsoulakos, Nikolaos
ORCID: 0009-0003-5465-4982
Observed ORCID: 0009-0003-5465-4982
OpenAlex ID: A5115830559
A deep learning method for the prediction of ship fuel consumption in real operational conditions
2023 · Mingyang Zhang, Nikolaos Tsoulakos, et al. · Engineering Applications of Artificial Intelligence · 187
Estimation of shipping emissions from maritime big data: A comprehensive review and prospective
2025 · Xun Yang, Nikolaos Tsoulakos, et al. · Transportation Research Part E Logistics and Transportation Review · 30
Optimising the Design of a Hybrid Fuel Cell/Battery and Waste Heat Recovery System for Retrofitting Ship Power Generation
2025 · Onur Yuksel, Eduardo Blanco-Davis, et al. · Energies · 26
PDF
A machine learning method to evaluate head sea induced weather impact on ship fuel consumption
2025 · Chi Zhang, Daniel Vergara, et al. · Energy · 15
Evolutionary game-based ship inspection planning considering ship competitive interactions
2025 · Le Hong, Ruihan Wang, et al. · Transportation Research Part E Logistics and Transportation Review · 14
A Transformer based task execution digital twin of 3-DOF maneuvering of Bulk Carrier for autonomous maritime systems
2025 · Ahmed Shehata, Mingyang Zhang, et al. · Ocean Engineering · 12
FLUID: Dynamic Model-Agnostic Federated Learning with Pruning and Knowledge Distillation for Maritime Predictive Maintenance
2025 · Alexandros S. Kalafatelis, Angeliki Pitsiakou, et al. · Journal of Marine Science and Engineering · 9
PDF
Integrated Approach to Ship Electrification Using Fuel Cells and an Ammonia Decomposition System
2025 · Onur Yuksel, Eduardo Blanco-Davis, et al. · Journal of Marine Science and Engineering · 7
PDF
Physics-guided machine learning for ship biofouling assessment in support of maritime decarbonization
2026 · Xiao Lang, Mingyang Zhang, et al. · Transportation Research Part D Transport and Environment · 4
Explainable Predictive Maintenance of Marine Engines Using a Hybrid BiLSTM-Attention-Kolmogorov Arnold Network
2025 · Alexandros S. Kalafatelis, Georgios Levis, et al. · Journal of Marine Science and Engineering · 3
PDF
A Lightweight Predictive Maintenance Strategy for Marine HFO Purification Systems
2025 · Alexandros S. Kalafatelis, Nikolaos Stamou, et al. · Lecture notes in business information processing · 3
Hybrid propulsion and alternative fuels in maritime transport: a Panama Canal-centred assessment
2026 · Onur Yuksel, Eduardo Blanco-Davis, et al. · Journal of Marine Engineering & Technology · 2
AI-Based Surrogate Model for the Prediction of Ship Fuel Consumption Reflecting Hydrometeorological Conditions
2024 · Mingyang Zhang, Nikolaos Tsoulakos, et al. · International Conference on Offshore Mechanics and Arctic Engineering (OMAE) · 2
Data-driven decarbonisation strategies for ships, part 1: Technical feasibility and emissions modelling
2026 · Li Chin Law, Nikolaos Tsoulakos, et al. · Energy Reports · 1
Comparative study of ship fuel consumption prediction models based on multi-source operational and environmental data under dynamic ocean conditions
2026 · Cong Liu, Xiao Lang, et al. · Ocean Engineering · 1
PDF
A framework for a digital twin for a Kamsarmax bulk carrier's maneuvering to avoid grounding consists of deep learning ship dynamic models and model predictive controller
2026 · Ahmed Shehata, Mingyang Zhang, et al. · Ocean Engineering · 1
CARGO: Carbon-Aware Gossip Orchestration in Smart Shipping
2026 · Kalafatelis, Alexandros S., Nomikos, Nikolaos, et al. · arXiv (Cornell University) · 1
PDF
Maritime digitalization and PSC compliance: evidence from Greece
2026 · Nikolaos Tsoulakos, Angelos Pantouvakis · Journal of Shipping and Trade · 1
PDF
High-fidelity modelling of hybrid propulsion architectures and alternative fuel pathways for maritime emission reduction
2026 · Onur Yuksel, Kubilay Bayramoğlu, et al. · International Journal of Hydrogen Energy
Data-driven decarbonisation strategies for ships, Part 2: Financial projections
2026 · Li Chin Law, Nikolaos Tsoulakos, et al. · Energy Reports
Voyage-based optimisation of biofuel bunkering strategies using real ship data
2026 · Li Chin Law, Tan Wen Lin, et al. · Journal of Cleaner Production
Physics-informed probabilistic modelling of ship arrival time and fuel consumption under wave-induced uncertainty
2026 · Chi Zhang, Shanshan Fu, et al. · Reliability Engineering & System Safety
Techno-Economic and Environmental Assessment of Alternative Marine Fuel Adoption in Panama Canal Operations
2026 · Onur Yuksel, Eduardo Blanco-Davis, et al. · International Conference on Industrial Engineering and Operations Management (IEOM)
PDF
Machine learning for ship fuel consumption prediction from sensory data: a comparative analysis
2026 · Nabil Habib Zahmani, Onur Yuksel, et al. · Journal of Marine Engineering & Technology
Forward dynamic programming-informed Bayesian method for optimal power allocation in short-sea shipping
2026 · Daniel Vergara, Shanshan Fu, et al. · Ocean Engineering
Works count: 31
Citation count: 319
H-index: 7
I10-index: 6
Year
Topic
Type