Study on the composition-property relationships of basalt fibers based on symbolic regression and physics-informed neural network
Xiaomeng Wang, Qianhua Kan, Michal Petrů, Guozheng Kang
Topics & Concepts
InterpretabilityProperty (philosophy)Physical propertyRegressionArtificial neural networkRegression analysisLinear regressionChemical compositionComposition (language)Basalt fiberExperimental dataMaterials scienceModulusStatistical physicsFiberComputer scienceBiological systemArtificial intelligenceMathematicsComposite materialMachine learningThermodynamicsPhysicsStatisticsBiologyEpistemologyLinguisticsPhilosophySmart Materials for ConstructionStructural Health Monitoring TechniquesLandslides and related hazards