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Regularized Machine Learning for System Identification of Ship Free-Running Manoeuvres from CFD-Based Synthetic Data: A Comparative Study
Arxiv
0+阅读 · 6月15日
MoCo-AIS: A Contrastive Learning Framework for Similarity Computation of Vessel Trajectories
Arxiv
0+阅读 · 6月16日
Intelligent Sailing Model for Open Sea Navigation
Arxiv
0+阅读 · 6月13日
EnvShip-Bench: An Environment-Enhanced Benchmark for Short-Term Vessel Trajectory Prediction
Arxiv
0+阅读 · 6月13日
ShipNet: A Geometric Deep Learning Surrogate for Real-Time Ship Hydrodynamics
Arxiv
0+阅读 · 6月13日
Vessel Traffic Flow Prediction on Sparse Data via Spatio-Temporal Graph Neural Networks with a Learnable Tweedie Head
Arxiv
0+阅读 · 6月5日
Coating Breakdown Prediction for Ships and Inspection Planning
Arxiv
0+阅读 · 5月28日
Low Latency Stand Alone Compute-Efficient Forecasting of Marine Engine Time Series Data
Arxiv
0+阅读 · 5月14日
Sim2Sea: Sim-to-Real Policy Transfer for Maritime Vessel Navigation in Congested Waters
Arxiv
0+阅读 · 3月4日
Estimation and Optimization of Ship Fuel Consumption in Maritime: Review, Challenges and Future Directions
Arxiv
1+阅读 · 2月25日
VISTA: Knowledge-Driven Vessel Trajectory Imputation with Repair Provenance
Arxiv
0+阅读 · 2月27日
Toward a Decision Support System for Energy-Efficient Ferry Operation on Lake Constance based on Optimal Control
Arxiv
0+阅读 · 2月25日
Scientific Knowledge-Guided Machine Learning for Vessel Power Prediction: A Comparative Study
Arxiv
0+阅读 · 2月20日
Estimating the distance at which narwhal $(\textit{Monodon monoceros})$ respond to disturbance: a penalized threshold hidden Markov model
Arxiv
0+阅读 · 3月5日
Adjoint-based Shape Optimization, Machine Learning based Surrogate Models, Conditional Variational Autoencoder (CVAE), Voith Schneider propulsion (VSP), Self-propelled Ship, Propulsion Model, Hull Optimization
Arxiv
0+阅读 · 2月16日
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