There are 2 repositories under multi-fidelity topic.
[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations
A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.
Project source code and data for multi-fidelity machine learning strategy for flame model identification
Just a notebook reproducing the Non-linear Autoregressive Gaussian Process (Perdikaris et al, 2017) using Tensorflow Probability
A suite of codes for dynamic analysis of offshore slender structures
This repository comprises Jupyter Notebooks that serve as supplementary material to the journal article titled "Review of Multifidelity Models." The notebooks contain Python-based implementations that demonstrate toy problems in the multifidelity domain.
This repository contains research on multi-fidelity Bayesian optimization, that I have presented on the Physics Days 2022
Code for the paper "Multi-Fidelity Best-Arm Identification" (NeurIPS 2022)
Multi-fidelity modeling of wind farm wakes based on a novel super-fidelity network