Characterization, propagation, and sensitivity analysis of uncertainties in the directed energy deposition process using a deep learning-based surrogate model
Thinh Pham, Truong‐Vinh Hoang, Xuan Van Tran, Seifallah Fetni, Laurent Duchêne, Hoang Son Tran, Anne Habraken
Topics & Concepts
Sensitivity (control systems)Uncertainty quantificationSurrogate modelUncertainty analysisMonte Carlo methodPropagation of uncertaintyLiquidusProbabilistic logicDeposition (geology)Computer scienceProcess (computing)AlgorithmMathematicsSimulationMaterials scienceArtificial intelligenceEngineeringMachine learningStatisticsElectronic engineeringPaleontologyOperating systemBiologySedimentAlloyComposite materialAdditive Manufacturing Materials and ProcessesManufacturing Process and OptimizationWelding Techniques and Residual Stresses