214 skills found · Page 1 of 8
SMTorg / SmtSurrogate Modeling Toolbox
SciML / Surrogates.jlSurrogate modeling and optimization for scientific machine learning (SciML)
guhaohao0991 / PaperClawan OpenClaw skill that can generate paper search-review-critque expert-agent relevant to specific topics (we use Scientific ML and 3D geometry surrogate modeling as a demo).
PolymathicAI / Multiple Physics PretrainingCode for paper "Multiple Physics Pretraining for Physical Surrogate Models
cics-nd / Pde SurrogatePhysics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data
cics-nd / Cnn SurrogateBayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification
Jianxun-Wang / LabelFree DNN SurrogateSurrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning
tum-pbs / Diffusion Based Flow PredictionOfficial implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusion Probabilistic Models"
elizavetasemenova / Prob EpiCourse materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"
ICTMCG / CSCS[ACM TOG, 2024] Identity-Preserving Face Swapping via Dual Surrogate Generative Models
PaddlePaddle / PaddleCFDPaddleCFD is a deep learning toolkit for surrogate modeling, equation discovery, shape optimization and flow-control strategy discovery in the field of fluid mechanics.
nasa / UQPCEUncertainty Quantification using Polynomial Chaos Expansion (UQPCE) is an open-source, python-based research code for use in parametric, non-deterministic computational studies. UQPCE utilizes a non-intrusive polynomial chaos expansion surrogate modeling technique to efficiently estimate uncertainties for computational analyses.
BaratiLab / FactFormerOfficial implementation of Scalable Transformer for PDE surrogate modelling
llnl / MultiscaleTopOptA 3D multsicale topology optimization code using surrogate models of lattice microscale response
Tyrant-sudo / BEM Surrogate Propellerthe Propeller calculation and optimization by a Surrogate model
snap-stanford / Lamp[ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing
sxs-collaboration / GwsurrogateAn easy to use interface to gravitational wave surrogate models
katiana22 / GDM PCESource code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
Zhiyu014 / GNN UDSA hydraulic surrogate model and real-time control methods of urban drainage networks.
cog-imperial / GPdoemdDesign of experiments for model discrimination using Gaussian process surrogate models
