surrogate-models topic
pySOT
Surrogate Optimization Toolbox for Python
smt
Surrogate Modeling Toolbox
Surrogates.jl
Surrogate modeling and optimization for scientific machine learning (SciML)
PoreFlow-Net
3D CNN to predict single-phase flow velocity fields
egobox
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
EMTO
Efficient Multiscale Topology Optimization
ExpensiveOptimBenchmark
Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions
le_pde
LE-PDE accelerates PDEs' forward simulation and inverse optimization via latent global evolution, achieving significant speedup with SOTA accuracy
hippyflow
Dimension reduced surrogate construction for parametric PDE maps
pressio
core C++ library