... location deep learning machine learning estimation algorithm artificial intelligence ship motion wave height procedure model training regression learner prediction error regression model wave parameter prediction wave direction spectrum wave spectrum Proceedings of the Thirty-third...

... equations and BP neural network. machine learning midstream oil & gas submarine pipeline scour depth neural network rmse 0 artificial neural network prediction model prediction error artificial intelligence engineering pipeline genetic algorithm evolutionary algorithm pipeline scour...

... section of the Yangtze river is used for verification. The prediction results show that, compared with the ordinary RBF neural network, the optimized RBF neural network has a smaller prediction error. This indicates that the optimized RBF neural network has a smaller calculation quantity, a faster...

... collapse pressures with a prediction error of 3%. INTRODUCTION Cold formed pipes, for example HF-ERW, UOE, and PB pipes, have different stress vs. strain curve in the longitudinal and circumferential directions. In addition, the stress vs. strain curve obtained by a tensile test is different from...

... machine learning ship research heave-pitch motion equation motion equation surface combatant heave displacement applicability simulated heave displacement prediction error SVR-based Parameter Identification of Coupled Heave-pitch Motion Equations in Regular Waves Xian-Rui Hou, Zao-Jian Zou...

... online hydrodynamic derivative zou zao-jian support vector machine zigzag test vector machine prediction error nonparametric module surge velocity mathematical model machine learning identification modular model experiment data modular parameter identification prediction Modular...

... contribution equation upstream oil & gas maximum entropy spectral analysis machine learning estimation frequency moored system evaluation criterion mooring system drift force coefficient proceedings spectral analysis model test wave drift drag force prediction error Proceedings...

... effective thickness materials and corrosion thickness reduction standard deviation probabilistic approach prediction error corrosion management metals & mining simulation plate panel deepest pit depth lognormal distribution variate pit depth characterization riser corrosion oilfield...

... in paper). renewable energy elevation spectral analysis machine learning spectra maximum entropy method artificial intelligence coeficient autoregressive representation predictor prediction error estimator ocean energy autoregressive filter spectrum convolution sea state prediction...