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Artificial neural network based response surface for data-driven dimensional analysis

Zhaoyue Xu, Xinlei Zhang, Shizhao Wang, Guowei He

2022Journal of Computational Physics29 citationsDOIOpen Access PDF

Topics & Concepts

Artificial neural networkDimensionless quantitySubspace topologyBenchmark (surveying)Surface (topology)RidgeComputer scienceGradient analysisFunction (biology)Applied mathematicsNumerical analysisResponse analysisMathematicsAlgorithmMathematical optimizationMathematical analysisArtificial intelligencePhysicsGeometryMachine learningGeologyMechanicsEngineeringEvolutionary biologyPaleontologyOrdinationGeodesyStructural engineeringBiologyModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignLattice Boltzmann Simulation Studies
Artificial neural network based response surface for data-driven dimensional analysis | Litcius