Bayesian optimization CNN-LSTM neural network for fatigue life prediction of Rib-to-deck Welds in orthotropic steel decks
Xinhui Xiao, Yi Yi, Haiping Zhang, Yuan Luo, Naiwei Lu, Yang Liu, Fanghuai Chen
Topics & Concepts
Paris' lawOrthotropic materialStructural engineeringRobustness (evolution)WeldingConvolutional neural networkArtificial neural networkComputer scienceBenchmark (surveying)Growth modelVibration fatigueRandom forestBayesian networkMaterials scienceStress concentrationSupport vector machineFatigue testingEngineeringFracture (geology)Bayesian probabilityFatigue and fracture mechanicsStructural Health Monitoring TechniquesWelding Techniques and Residual Stresses