surrogate-models topic

Surrogate Optimization Toolbox for Python

dme65

Surrogate Modeling Toolbox

SMTorg

Surrogate modeling and optimization for scientific machine learning (SciML)

SciML

3D CNN to predict single-phase flow velocity fields

je-santos

Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods

relf

Efficient Multiscale Topology Optimization

mid2SUPAERO

Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions

AlgTUDelft

LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy

snap-stanford

Dimension reduced surrogate construction for parametric PDE maps

hippylib

core C++ library

Pressio