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surrogate-optimization

Here are 3 public repositories matching this topic...

Jiaxuan-Ma / MLMD

MLMD: a programming-free AI platform to predict and design materials

machine-learning material-design regression classification alloy transfer-learning feature-engineering active-learning multiobjective ai-platform streamlit surrogate-optimization

Updated Dec 30, 2024
Python

ShuaiGuo16 / Surrogate_Optimization

A step-by-step guide for surrogate optimization using Gaussian Process surrogate model

optimization gaussian-process-regression surrogate-models surrogate-optimization

Updated Dec 17, 2020
Jupyter Notebook

dmosopt / dmosopt

Distributed surrogate-assisted evolutionary methods for multi-objective optimization of high-dimensional dynamical systems

python optimization mpi distributed-computing distributed evolutionary-algorithms mpi-applications multiobjective-optimization mpi4py nsga2 cmaes evolution-strategies gpflow gaussian-process trust-region smpso gpytorch surrogate-optimization

Updated Jan 1, 2025
Python

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