Alternatives and similar repositories for polynomial_surrogates:

Users that are interested in polynomial_surrogates are comparing it to the libraries listed below

• paraklas / NARGP
  Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.
  ☆59Updated 8 years ago
• XuhuiM / Multi-Fidelity-DNNs-PINNs
  ☆35Updated last year
• Xiao-dong-Wang / Multifidelity-GP
  Multi-fidelity Gaussian Process
  ☆25Updated 4 years ago
• JiaxiangYi96 / AMK-MCS-AEFF
  an active-learning method for reliability analysis based on multi-fidelity kriging model
  ☆28Updated last year
• JiaxiangYi96 / BSC_RLCB
  The code is used to solve structural reliability analysis problem via the BSC_RLCB method
  ☆10Updated 3 years ago
• FuhgJan / AdaptiveMIVor
  MIVor: An innovative adaptive Kriging approach for efficient problem classification.
  ☆17Updated 4 years ago
• FuhgJan / StateOfTheArtAdaptiveSampling
  ☆46Updated 3 years ago
• AlanZhangNpu / TRA
  time-variant reliability analysis method
  ☆13Updated 4 years ago
• mid2SUPAERO / multi-fi-optimization
  Multifidelity Kriging, Efficient Global Optimization
  ☆16Updated 6 years ago
• JiaxiangYi96 / mfpml
  Multi-fidelity probability machine learning
  ☆17Updated last month
• xdfeng7370 / Multi-fidelity-neural-network-
  ☆35Updated last year
• maziarraissi / NumericalGP
  Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
  ☆67Updated 4 years ago
• rckitson / cokriging
  A MATLAB implementation of the co-kriging process using the DACE toolbox
  ☆37Updated 7 years ago
• KaiChengDM / Kriging-and-GE-Kriging-model-toolbox
  Gradient-enhanced Kriging surrogate model
  ☆18Updated 10 months ago
• fsahli / MFclass
  Multi-fidelity classification with Gaussian process
  ☆15Updated last year
• phyml4e / PINNs
  ☆17Updated 11 months ago
• PredictiveIntelligenceLab / UQPINNs
  ☆62Updated 5 years ago
• ablancha / gpsearch
  Bayesian optimization and active learning with likelihood-weighted acquisition functions
  ☆16Updated 8 months ago
• maziarraissi / TutorialGP
  Tutorial on Gaussian Processes
  ☆62Updated 5 years ago
• Zhen-Ni / MFNN
  multi-fidelity neural network
  ☆17Updated last year
• rowan-walsh / CFD-Bayesian-Optimization
  Simple Bayesian optimization in MATLAB, with interface to interact with simulations in ANSYS.
  ☆17Updated last year
• shib0li / DNN-MFBO
  Multi-fidelity Bayesian Optimization via Deep Neural Nets
  ☆29Updated 4 years ago
• Amin-Eshghi / A-polynomial-regression-machine-learning-approach-for-reliability-based-optimization
  This is a compact code for reliability analysis under uncertainty using a Polynomial Regression Machine Learning approach. The code imple…
  ☆13Updated 5 years ago
• kylebeggs / POD-RBF
  Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network
  ☆59Updated last year
• hyeonguklim / aPCE
  Matlab codes for Arbitrary Polynomial Chaos Expansion
  ☆12Updated 4 years ago
• pehersto / mfmc
  Multi Fidelity Monte Carlo
  ☆25Updated 5 years ago
• TNO / custom_FERUM
  Customized FERUM (Finite Element Reliability Using Matlab)
  ☆12Updated 2 years ago
• freeSBDO / SBDOT
  Surrogate Based Design Optimization Toolbox
  ☆29Updated 6 years ago
• obok13 / B-PINNs
  Pytorch implementation of Bayesian physics-informed neural networks
  ☆50Updated 3 years ago