Physics-informed machine learning for explainable prediction of friction and wear in carbon-ceramic composites
Yadong Li, Bing Liu, Zhaofu Zhang, Wengen Ouyang, Weiwei Shi, Zhenghua Chang, Zheng Hu, Kun Zhang, Bingchen Wei, Bingchen Wei
Topics & Concepts
Materials scienceSupport vector machineAerospaceMachine learningNonlinear systemTribologyProcess (computing)Gaussian processMechanical engineeringArtificial intelligenceComposite materialThermalCompressive strengthComputer scienceStress (linguistics)Coefficient of frictionFriction coefficientGaussianCorrelation coefficientLinear regressionTool wearHigh dimensionalIdeal (ethics)Design of experimentsMachine toolContact mechanicsPattern recognition (psychology)Experimental dataTunneling and Rock MechanicsFuel Cells and Related MaterialsAdvanced machining processes and optimization