Surface response regression and machine learning techniques to predict the characteristics of pervious concrete using non-destructive measurement: Ultrasonic pulse velocity and electrical resistivity
Navaratnarajah Sathiparan, Pratheeba Jeyananthan, Daniel Niruban Subramaniam
Topics & Concepts
Compressive strengthUltrasonic sensorMachine learningPorosityPervious concreteResponse surface methodologyPolynomial regressionRegression analysisMaterials scienceAcousticsArtificial intelligenceEngineeringComputer scienceGeotechnical engineeringComposite materialCementPhysicsUrban Stormwater Management SolutionsSmart Materials for ConstructionInfrastructure Maintenance and Monitoring