10 results found Sort:

SMTorg
smt SMTorg
196
641
bsd-3-clause
29
Surrogate Modeling Toolbox
sampling derivative multi-fidelity machine-learning surrogate-models mixture-of-experts predictive-modeling
Created 2016-11-08
1,499 commits to master branch, last one 18 hours ago
SciML
Surrogates.jl SciML
69
321
other
13
Surrogate modeling and optimization for scientific machine learning (SciML)
julia sciml surrogate surrogates optimization surrogate-models differential-equations automatic-differentiation high-performance-computing scientific-machine-learning surrogate-based-optimization
Created 2019-05-08
1,187 commits to master branch, last one 10 days ago
JuDFTteam
best-of-atomistic-machine-learning JuDFTteam
19
266
cc-by-sa-4.0
4
🏆 A ranked list of awesome atomistic machine learning projects ⚛️🧬💎.
ai4science awesome-list best-of-list drug-discovery condensed-matter surrogate-models quantum-chemistry molecular-dynamics materials-discovery electronic-structure scientific-computing materials-informatics interatomic-potentials computational-chemistry density-functional-theory atomistic-machine-learning scientific-machine-learning computational-materials-science
Created 2023-06-09
283 commits to main branch, last one a day ago
dme65
pySOT dme65
53
203
other
22
Surrogate Optimization Toolbox for Python
asynchronous optimization surrogate-models gaussian-processes global-optimization bayesian-optimization radial-basis-function black-box-optimization surrogate-based-optimization global-optimization-algorithms
Created 2015-06-03
321 commits to master branch, last one 2 years ago
shawnrosofsky
PINO_Applications shawnrosofsky
21
93
apache-2.0
3
Applications of PINOs
pytorch deep-learning surrogate-models physics-informed-ml
Created 2021-12-08
103 commits to main branch, last one 2 years ago
isds-neu
PeRCNN isds-neu
17
73
mit
4
Encoding physics to learn reaction-diffusion processes
pde surrogate-models finite-difference equation-discovery physics-simulation physics-encoded-learning scientific-machine-learning
Created 2022-10-04
24 commits to main branch, last one 10 months ago
sandialabs
UQTk sandialabs
25
71
other
9
Sandia Uncertainty Quantification Toolkit
uq mcmc scr-1380 uncertainty mcmc-methods mcmc-sampler snl-science-libs surrogate-models snl-data-analysis bayesian-inference uncertainty-estimation uncertainty-propagation uncertainty-quantification
Created 2019-06-26
827 commits to master branch, last one 2 months ago
je-santos
PoreFlow-Net je-santos
27
62
unknown
4
3D CNN to predict single-phase flow velocity fields
3d cnn gpu lbm keras 3d-images tensorflow permeability poreflow-net single-phase digital-rocks neural-networks keras-tensorflow machine-learning surrogate-models lattice-boltzmann porous-media-flow digital-rockphysics convolutional-neural-network convolutional-neural-networks
Created 2020-03-05
24 commits to master branch, last one about a year ago
relf
egobox relf
1
48
apache-2.0
3
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
surrogate-models gaussian-processes mixture-of-experts global-optimization latin-hypercube-sampling
Created 2020-08-27
493 commits to master branch, last one 2 days ago
Mohamedelrefaie
DrivAerNet Mohamedelrefaie
10
42
mit
12
DrivAerNet++: A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
cfd dgcnn meshes drivaer openfoam car-design 3d-geometry data-driven aerodynamics deep-learning generative-ai fluid-dynamics fluid-simulation surrogate-models parametric-design large-scale-dataset surrogate-modelling deep-neural-networks graph-neural-networks computational-fluid-dynamics
Created 2024-03-04
130 commits to main branch, last one 14 hours ago