A two-step approach for damage identification in bridge structure using convolutional Long Short-Term Memory with augmented time-series data
Lan Nguyen-Ngoc, Hoa Tran-Ngoc, T. Le-Xuan, Chi-Thanh Nguyen, Guido De Roeck, Thanh Bui-Tien, Magd Abdel Wahab
Topics & Concepts
Series (stratigraphy)Term (time)Bridge (graph theory)Identification (biology)Computer scienceShort-term memoryAlgorithmTime seriesParallel computingPattern recognition (psychology)Artificial intelligenceMachine learningMedicinePhysicsBiologyCognitionInternal medicinePaleontologyBotanyPsychiatryWorking memoryQuantum mechanicsStructural Health Monitoring TechniquesInfrastructure Maintenance and MonitoringStructural Integrity and Reliability Analysis