Grey-Box Modelling via Gaussian Process Mean Functions for Mechanical Systems

von Zhang, Sikai
Veröffentlicht in IMAC (39. : 2021 : Online) Proceedings of the 39th IMAC, a Conference and Exposition on Structural Dynamics 2021 ; Volume 9: Data science in engineering (2022)

Equation Discovery Using an Efficient Variational Bayesian Approach with Spike-and-Slab Priors

von Nayek, Rajdip
Veröffentlicht in IMAC (39. : 2021 : Online) Proceedings of the 39th IMAC, a Conference and Exposition on Structural Dynamics 2021 ; Volume 3: Model validation and uncertainty quantification (2022)

Bayesian Solutions to State-Space Structural Identification

von Rogers, Timothy J.
Veröffentlicht in IMAC (38. : 2020 : Houston, Tex.) Proceedings of the 38th IMAC, a Conference and Exposition on Structural Dynamics 2020 ; Volume 3: Model validation and uncertainty quantification (2020)

Gaussian Process Based Grey-Box Modelling for SHM of Structures Under Fluctuating Environmental Conditions

von Zhang, Sikai
Veröffentlicht in European Workshop on Structural Health Monitoring (2020) European Workshop on Structural Health Monitoring ; Volume 2 (2021)

Physical Covariance Functions for Dynamic Systems with Time-Dependent Parameters

von Jones, Matthew R.
Veröffentlicht in European Workshop on Structural Health Monitoring (10. : 2022 : Palermo) European Workshop on Structural Health Monitoring ; Volume 3 (2023)

Integrating Physical Knowledge into Gaussian Process Regression Models for Probabilistic Fatigue Assessment

von Gibson, Samuel J.
Veröffentlicht in European Workshop on Structural Health Monitoring (10. : 2022 : Palermo) European Workshop on Structural Health Monitoring ; Volume 3 (2023)

On Metrics Assessing the Information Content of Datasets for Population-Based Structural Health Monitoring

von Wickramarachchi, Chandula T.
Veröffentlicht in European Workshop on Structural Health Monitoring (2020) European Workshop on Structural Health Monitoring ; Volume 1 (2021)

Towards Population-Based Structural Health Monitoring, Part VII: EOV Fields – Environmental Mapping

von Lin, Weijiang
Veröffentlicht in IMAC (38. : 2020 : Houston, Tex.) Proceedings of the 38th IMAC, a Conference and Exposition on Structural Dynamics 2020 ; Volume 8: Topics in modal analysis & testing (2021)

Predicting Tool Wear Using Linear Response Surface Methodology and Gaussian Process Regression

von Wickramarachchi, Chandula T.
Veröffentlicht in IMAC (38. : 2020 : Houston, Tex.) Proceedings of the 38th IMAC, a Conference and Exposition on Structural Dynamics 2020 ; Volume 8: Topics in modal analysis & testing (2021)

Implementation of an Organic Database Structure for Population-Based Structural Health Monitoring

von Brennan, Daniel S.
Veröffentlicht in IMAC (39. : 2021 : Online) Proceedings of the 39th IMAC, a Conference and Exposition on Structural Dynamics 2021 ; Volume 2: Dynamics of civil structures (2022)

An Evolutionary Approach to Learning Neural Networks for Structural Health Monitoring

von Devendra, Tharuka
Veröffentlicht in IMAC (38. : 2020 : Houston, Tex.) Proceedings of the 38th IMAC, a Conference and Exposition on Structural Dynamics 2020 ; Volume 3: Model validation and uncertainty quantification (2020)

New Modes of Inference for Probabilistic SHM

von Bull, Lawrence A.
Veröffentlicht in European Workshop on Structural Health Monitoring (2020) European Workshop on Structural Health Monitoring ; Volume 2 (2021)

Modelling of Guided Waves in a Composite Plate Through a Combination of Physical Knowledge and Regression Analysis

von Haywood-Alexander, Marcus
Veröffentlicht in IMAC (38. : 2020 : Houston, Tex.) Proceedings of the 38th IMAC, a Conference and Exposition on Structural Dynamics 2020 ; Volume 6: Rotating machinery, optical methods & scanning LDV methods (2020)

Towards Population-Based Structural Health Monitoring, Part V: Networks and Databases

von Wickramarachchi, Chandula T.
Veröffentlicht in IMAC (39. : 2021 : Online) Proceedings of the 39th IMAC, a Conference and Exposition on Structural Dynamics 2021 ; Volume 9: Data science in engineering (2022)

Towards Population-Based Structural Health Monitoring, Part I: Homogeneous Populations and Forms

von Bull, Lawerence A.
Veröffentlicht in IMAC (38. : 2020 : Houston, Tex.) Proceedings of the 38th IMAC, a Conference and Exposition on Structural Dynamics 2020 ; Volume 3: Model validation and uncertainty quantification (2020)