Grey-box models for wave loading prediction

Grey-box models for wave loading prediction

10 May 2021

D. J. Pitchforth

Papers citing "Grey-box models for wave loading prediction"

12 / 12 papers shown

Title
Data-driven Modeling in Metrology -- A Short Introduction, Current Developments and Future Perspectives Linda-Sophie Schneider Patrick Krauss N. Schiering Christopher Syben Richard Schielein Andreas Maier AI4CE 53 1 0 24 Jun 2024
Physics-integrated generative modeling using attentive planar normalizing flow based variational autoencoder Sheikh Waqas Akhtar DRL 30 0 0 18 Apr 2024
A spectrum of physics-informed Gaussian processes for regression in engineering E. Cross T. Rogers D. J. Pitchforth S. Gibson Matthew R. Jones 29 8 0 19 Sep 2023
Towards a population-informed approach to the definition of data-driven models for structural dynamics G. Tsialiamanis N. Dervilis D. Wagg K. Worden AI4CE 45 5 0 19 Jul 2023
On the Integration of Physics-Based Machine Learning with Hierarchical Bayesian Modeling Techniques O. Sedehi Antonina M. Kosikova C. Papadimitriou L. Katafygiotis 24 6 0 01 Mar 2023
A Meta-Learning Approach to Population-Based Modelling of Structures G. Tsialiamanis N. Dervilis D. Wagg K. Worden 24 0 0 15 Feb 2023
Improving aircraft performance using machine learning: a review S. L. Clainche E. Ferrer Sam Gibson Elisabeth Cross A. Parente Ricardo Vinuesa AI4CE 49 94 0 20 Oct 2022
Physics-informed machine learning for Structural Health Monitoring E. Cross S. Gibson M. R. Jones D. J. Pitchforth S. Zhang T. Rogers AI4CE 67 35 0 30 Jun 2022
Constraining Gaussian processes for physics-informed acoustic emission mapping Matthew R. Jones T. Rogers E. Cross AI4CE 30 16 0 03 Jun 2022
On generative models as the basis for digital twins G. Tsialiamanis D. Wagg N. Dervilis K. Worden AI4CE 19 19 0 08 Mar 2022
Using scientific machine learning for experimental bifurcation analysis of dynamic systems S. Beregi David A.W. Barton D. Rezgui S. Neild AI4CE 50 20 0 22 Oct 2021
Physics-Integrated Variational Autoencoders for Robust and Interpretable Generative Modeling Naoya Takeishi Alexandros Kalousis DRL AI4CE 42 54 0 25 Feb 2021