Keywords: calibration model efficiency, Parameter Estimation Tool (PEST), HBV-light, Gauss–Levenberg–Marquardt procedure, SVD, Tikhonov regularization, parallel computingFull text (file, 2,34 MB) This document has more files! More...
Keywords: tall timber buildings, surrogate model, finite element model calibrationFull text (file, 6,46 MB) This document has more files! More...
Keywords: MEMS sensors, accelerometer, gyroscope, sensor calibration, general 3D sensor model, simultaneous orthogonal rotations angle (SORA)Full text (file, 1,18 MB) This document has more files! More...
Keywords: natural language processing, machine learning, transformer neural networks, Bayesian neural networks, BERT models, prediction uncertainty, reliability estimation, Monte Carlo dropout, Bayesian BERT, sentic computing, model calibrationFull text (file, 3,06 MB) This document has more files! More...
Keywords: Built Environment, civil engineering, doctoral thesis, timber buildings, wind load, finite element model, modal analysis, surrogate model, model calibration, probabilistic model updating, sensitivity analysis, uncertainty quantification