1-1 of 1
Keywords: compositional kernels
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

Multi-Fidelity Design Framework Integrating Compositional Kernels to Facilitate Early-Stage Design Exploration of Complex Systems

Nikoleta Dimitra Charisi, Hans Hopman, Austin A. Kana
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2025, 147(1): 011701.
Paper No: MD-24-1071
https://doi.org/10.1115/1.4065890
Published Online: July 23, 2024
... represents a developing area of research. This study proposes incorporating compositional kernels into the autoregressive scheme (AR1) of multifidelity Gaussian processes, aiming to enhance the predictive accuracy and reduce uncertainty in design space estimation. The effectiveness of this method is assessed...
View Article titled, Multi-Fidelity Design Framework Integrating <span class="search-highlight">Compositional</span> <span class="search-highlight">Kernels</span> to Facilitate Early-Stage Design Exploration of Complex Systems
Open the PDF for Multi-Fidelity Design Framework Integrating <span class="search-highlight">Compositional</span> <span class="search-highlight">Kernels</span> to Facilitate Early-Stage Design Exploration of Complex Systems in another window
Topics: Design, Hafnium