Here are
31 public repositories
matching this topic...
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
Updated
Jun 16, 2025
Python
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
Updated
Jul 5, 2024
Python
Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
Updated
Jun 14, 2022
Jupyter Notebook
surrogate quantitative interpretability for deepnets
Updated
Jun 12, 2025
Python
A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model
Updated
Mar 13, 2023
Jupyter Notebook
UQPyL is a python package for uncertainty quantification and parameter optimization. 参数不确定性分析及优化工具包。
Updated
May 4, 2025
Python
Surrogate model library for Derivative-Free Optimization
Design optimization of floating offshore wind turbine with surrogate models
Updated
Nov 10, 2024
Jupyter Notebook
Tutorials for the C++ pressio library
Reinforcement Learning Actors for Blade Pitch Control in Wind Turbine Systems
Updated
Dec 20, 2023
Jupyter Notebook
Heron is a surrogate modelling toolkit for python, using Gaussian process regression.
Updated
Jun 3, 2025
Python
A novel neural network for effective learning of highly impulsive/oscillatory dynamic systems by jointly utilizing low-order derivatives
Updated
May 15, 2025
Python
Mitigating the high computational costs associated with applying Bayesian model updating in inverse problems / Uncertainty Quantification and Efficient Sensitivity Analysis by using Surrogate Models
Updated
Jun 13, 2024
Python
Design of a surrogate-assisted (mu/mu,lambda)-ES
Updated
Jun 18, 2019
MATLAB
squid repository for manuscript analysis
Updated
Mar 5, 2024
Python
The official repository accompanying the paper "Deep Vision-Based Framework for Coastal Flood Prediction Under Climate Change Impacts and Shoreline Adaptations".
Updated
Aug 18, 2024
Jupyter Notebook
This repository contains the packages that build the problem objects for the desdeo framework.
Updated
Apr 1, 2025
Python
Multi-Criteria Decision Making (MCDM) Framework for Building Energy Systems with Expedited Computation using Machine Learning (ML) Techniques
Updated
May 30, 2025
Python
cNN-DP: Composite neural network with differential propagation for impulsive nonlinear dynamics.
Updated
Feb 7, 2023
Python
Surrogate modelling technique selectors
Updated
Apr 25, 2019
Python
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