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Ahmet Durap

Observed name: Durap, Ahmet
ORCID: 0000-0002-6218-0129
Observed ORCID: 0000-0002-6218-0129
OpenAlex ID: A5003575551
A comparative analysis of machine learning algorithms for predicting wave runup
2023 · Ahmet Durap · Anthropocene Coasts · 47
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Interpretable machine learning for coastal wind prediction: Integrating SHAP analysis and seasonal trends
2025 · Ahmet Durap · Journal of Coastal Conservation · 37
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Data-driven models for significant wave height forecasting: Comparative analysis of machine learning techniques
2024 · Ahmet Durap · Results in Engineering · 37
Towards sustainable coastal management: a hybrid model for vulnerability and risk assessment
2024 · Ahmet Durap, Can Elmar Balas · Journal of Coastal Conservation · 33
Explainable deep learning techniques for wind speed forecasting in coastal areas: Integrating model configuration, regularization, early stopping, and SHAP analysis
2025 · Ahmet Durap · Neural Computing and Applications · 28
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Explainable machine learning for bathymetric mapping: adaptive normalization and feature engineering in complex seabed terrains
2025 · Ahmet Durap · Ocean Science Journal · 21
Mapping coastal resilience: a Gis-based Bayesian network approach to coastal hazard identification for Queensland’s dynamic shorelines
2024 · Ahmet Durap · Anthropocene Coasts · 21
Multi-decadal spatiotemporal shoreline vulnerability assessment (1987–2025): integrating erosion-accretion dynamics for disaster risk reduction across 90 coastal transects
2025 · Ahmet Durap · Natural Hazards · 20
Beachface steepness modulates erosion but not recovery: Multi-decadal spatiotemporal shoreline evidence across 390 transects
2025 · Ahmet Durap · Journal of Sea Research · 19
Risk assessment of submarine pipelines: A case study in Turkey
2022 · Ahmet Durap, Can Elmar Balas · Ocean Engineering · 19
An Integrated Bayesian Risk Model for Coastal Flow Slides Using 3-D Hydrodynamic Transport and Monte Carlo Simulation
2023 · Ahmet Durap, Can Elmar Balas, et al. · Journal of Marine Science and Engineering · 16
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From Black Box to Transparency: An Explainable Machine Learning (ML) Framework for Ocean Wave Prediction Using SHAP and Feature-Engineering-Derived Variable
2025 · Ahmet Durap · Mathematics · 15
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Machine learning-based wind speed prediction using random forest: a cross-validated analysis for renewable energy applications
2025 · Ahmet Durap · Turkish Journal of Engineering · 15
Predicting ocean parameters with explainable machine learning: Overcoming scale and time challenges
2025 · Ahmet Durap · Regional Studies in Marine Science · 6
Summarizing Data Sets For Data Mining By Using Statistical Methods In Coastal Engineering
2017 · Doğan, Yunus, Durap, Ahmet · Zenodo (CERN European Organization for Nuclear Research) · 3
A national atlas of design-wave and water-level conditions for Turkish coastal and offshore structures
2026 · Ahmet Durap · Marine Georesources and Geotechnology · 1
Wave Energy Converter Feasibility in Türkiye’s Surrounding Waters: A Twenty-Year, Four-Basin Assessment
2026 · Ahmet Durap · Energies · 1
Thresholds and trends in wave steepness: A data-driven study of coastal wave breaking risk
2025 · Ahmet Durap · Marine Science and Technology Bulletin · 1
How Visualizing Seafloor Data Improves Coastal Management Strategies
2024 · Ahmet Durap · Research Square · 1
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İnşaat Mühendisliğinde Bilişim Kavramı ve Veri Madenciliği Algoritmaları ile Bir Uzman Sisteminin Oluşturulması
2015 · Durap, Ahmet, Doğan, Yunus · Zenodo (CERN European Organization for Nuclear Research) · 1
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A national atlas of design-wave and water-level conditions for Turkish coastal and offshore structures
2026 · Ahmet Durap · Figshare
AI-Driven ocean science
2026 · Ahmet Durap, Will Gregory
When the Stakes Are High: Trustworthy Machine Learning for Ocean and Coastal Hazard Forecasting
2026 · Ahmet Durap, Zekai Şen, et al.
Compound marine and pluvial extremes around Anatolia: dependence structure, storm signatures and joint return periods in four semi-enclosed basins
2026 · Ahmet Durap · Natural Hazards Research
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Machine-Learning Nowcasting of Significant Wave Height From Buoy Observations: a Univariate Benchmark Across Tree-Based, Kernel, and Deep Learning Models
2026 · Ahmet Durap · International Conference on Offshore Mechanics and Arctic Engineering (OMAE)
Works count: 29
Citation count: 343
H-index: 13
I10-index: 13
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