56 results for “topic:surrogate-based-optimization”
Surrogate modeling and optimization for scientific machine learning (SciML)
Surrogate Optimization Toolbox for Python
NOMAD - A blackbox optimization software
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
Python library for parallel multiobjective simulation optimization
Heuristic global optimization algorithms in Python
🎯 📈 Sequential and Model-Based Optimization in Python, featuring SCE-UA, SMBO, and SHGO algorithms. No deps — SOTA perfomance.
This is the official repository of the AI for TSP competition at IJCAI 2021
Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions
MITIM (MIT Integrated Modeling) Suite for Fusion Applications
A toolbox for the calibration and evaluation of simulation models.
🏍️ - JAX-based framework to model biological systems
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。
A design optimization study of underwater vehicle using Bayesian optimization and deep learning based surrogate model
Python platform for parallel Surrogate-Based Optimization
MVRSM algorithm for optimising mixed-variable expensive cost functions.
DEFT-FUNNEL: An open-source global optimization solver for constrained grey-box and black-box problems in Matlab.
A simple proof-of-concept to optimize airfoils with OpenFOAM and differential evolution.
Multiobjective Adaptive Surrogate Modeling-based Optimization Toolbox I
Surrogate model library for Derivative-Free Optimization
A short course on simulation-based infernce for physics at YSDA in April 2021
Benchmark suite for active optimisation in scientific discovery, featuring standardised tasks in materials science and biology
Demonstrating the use of Prefect to orchestrate the creation of machine learning surrogate models as applied to mechanistic crop models.
Surrogate-based 0-th Order Global Optimization for black-box problems.
Revised MO-ASMO Algorithm
ANN based Surrogate model optimization of airfoil using XFOIL
BOSS.jl (Bayesian Optimization with Semiparametric Surrogate)
Online selection hyper-heuristic with generic parameter control in low-level heuristics (meta-heuristic).
Implementation of the perceptron algorithm on MATLAB for classification
surF - a surrogate modeling method based on Discrete Fourier Transform