Reinforcement Learning Actors for Blade Pitch Control in Wind Turbine Systems
-
Updated
Dec 20, 2023 - Jupyter Notebook
Reinforcement Learning Actors for Blade Pitch Control in Wind Turbine Systems
DL models for generating stress fields in microstructures
Jupyter book for AAE 590 - Surrogate methods
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.
Standardized Benchmark Dataset for Localized Exposure to a Realistic Source at 10-90 GHz
This repository contains the packages that build the problem objects for the desdeo framework.
Learning Aerodynamics Through Data to Improve Optimization Algorithms
This repository contains scripts that were used for the experiments of our work named "Deep Residual Error and Bag-of-Tricks Learning for Gravitational Wave Surrogate Modeling".
Numerical Characterization of Photonic Power Splitter: Optimization Criteria for Forward Modeling
Surrogate modelling technique selectors
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.
A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives
Hierarchical generative and regressive machine learning for next generation materials screening
Statistical learning models library for blackbox optimization
Design of a surrogate-assisted (mu/mu,lambda)-ES
Design optimization of floating offshore wind turbine with surrogate models
A python package for parameter uncertainty quantification and optimization
squid repository for manuscript analysis
Heron is a surrogate modelling toolkit for python, using Gaussian process regression.
Tutorials for the C++ pressio library
Add a description, image, and links to the surrogate-modelling topic page so that developers can more easily learn about it.
To associate your repository with the surrogate-modelling topic, visit your repo's landing page and select "manage topics."