SA-PINN: A self-attention enhanced physics-informed neural network for multiaxial fatigue life prediction with small samples
Yue Wang, Yue Li, ShunPeng Zhu, Ran Gu, X. Shu, Zhengwei Fan, Shufeng Zhang
Topics & Concepts
Artificial neural networkInterpretabilityMean squared errorReliability (semiconductor)Computer scienceConstraint (computer-aided design)Feature (linguistics)Artificial intelligenceData miningMachine learningFeature extractionPredictive modellingMechanism (biology)Pattern recognition (psychology)EmbeddingExperimental dataFunction (biology)Reliability engineeringPerformance predictionSample size determinationFeature engineeringFatigue and fracture mechanicsMachine Fault Diagnosis TechniquesModel Reduction and Neural Networks