surrogate-based-optimization
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Surrogate modeling and optimization for scientific machine learning (SciML)
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Dec 2, 2025 - Julia
Surrogate Optimization Toolbox for Python
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Oct 27, 2021 - Jupyter Notebook
NOMAD - A blackbox optimization software
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Aug 27, 2025 - C++
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
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Jun 19, 2020 - MATLAB
Python library for parallel multiobjective simulation optimization
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Dec 15, 2025 - Python
Heuristic global optimization algorithms in Python
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Mar 27, 2021 - Jupyter Notebook
This is the official repository of the AI for TSP competition at IJCAI 2021
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Nov 22, 2022 - Python
Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions
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Jul 25, 2025 - Python
🎯 📈 Sequential and Model-Based Optimization in Python, featuring SCE-UA, SMBO, and SHGO algorithms. No deps — SOTA perfomance.
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Jul 10, 2025 - Python
A toolbox for the calibration and evaluation of simulation models.
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Nov 25, 2025 - Python
MITIM (MIT Integrated Modeling) Suite for Fusion Applications
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Dec 18, 2025 - Python
🏍️ - JAX-based framework to model biological systems
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Oct 9, 2025 - Python
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。
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Dec 14, 2025 - Python
Python platform for parallel Surrogate-Based Optimization
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Nov 27, 2024 - Python
A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model
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Mar 13, 2023 - Jupyter Notebook
MVRSM algorithm for optimising mixed-variable expensive cost functions.
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Mar 17, 2025 - Python
DEFT-FUNNEL: An open-source global optimization solver for constrained grey-box and black-box problems in Matlab.
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Jun 29, 2021 - MATLAB
Multiobjective Adaptive Surrogate Modeling-based Optimization Toolbox I
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Aug 3, 2018 - MATLAB
Surrogate model library for Derivative-Free Optimization
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Jul 30, 2024 - C++
A simple proof-of-concept to optimize airfoils with OpenFOAM and differential evolution.
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Jan 5, 2025 - Python
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