Alternatives and similar repositories for EasySurrogate

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

• DENG-MIT / Stiff-PINN
  Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics
  ☆65Updated 3 years ago
• Willcox-Research-Group / rom-operator-inference-Python3
  Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
  ☆76Updated last month
• elvissoares / PyCahnHilliard
  A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method
  ☆50Updated last year
• UCL-CCS / EasyVVUQ
  Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.
  ☆98Updated last month
• maziarraissi / NumericalGP
  Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
  ☆69Updated 5 years ago
• akaptano / POD-Galerkin_MHD
  This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…
  ☆21Updated 4 years ago
• DENG-MIT / reactorch
  A Differentiable Reacting Flow Simulation Package in PyTorch
  ☆52Updated 4 years ago
• sheadan / SINDy-BVP
  Sparse Identification of Nonlinear Dynamics for Boundary Value Problems
  ☆13Updated 4 years ago
• CraigGin / PDEKoopman2
  Update PDEKoopman code to Tensorflow 2
  ☆23Updated 4 years ago
• sandialabs / UQTk
  Sandia Uncertainty Quantification Toolkit
  ☆84Updated 11 months ago
• MathEXLab / PySPOD
  A Python package for spectral proper orthogonal decomposition (SPOD).
  ☆114Updated 2 weeks ago
• procf / RhINNs
  Rheology-informed Machine Learning Projects
  ☆21Updated last year
• ContiPaolo / MultiFidelity_POD
  Multi-fidelity reduced-order surrogate modeling
  ☆28Updated 5 months ago
• paraklas / NARGP
  Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.
  ☆70Updated 8 years ago
• hippylib / hippyflow
  Dimension reduced surrogate construction for parametric PDE maps
  ☆38Updated 3 months ago
• mathLab / EZyRB
  Easy Reduced Basis method
  ☆91Updated last month
• fpichi / gca-rom
  GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.
  ☆36Updated 3 weeks ago
• chyalexcheng / grainLearning
  A Bayesian uncertainty quantification toolbox for discrete and continuum models of granular materials. Note that this repository contains…
  ☆12Updated 2 years ago
• XuhuiM / Multi-Fidelity-DNNs-PINNs
  ☆40Updated 2 years ago
• PredictiveIntelligenceLab / USNCCM15-Short-Course-Recent-Advances-in-Physics-Informed-Deep-Learning
  ☆117Updated 6 years ago
• mgisellef / ReviewOfMultiFidelityModels_ToyProblems
  This repository comprises Jupyter Notebooks that serve as supplementary material to the journal article titled "Review of Multifidelity M…
  ☆12Updated 2 years ago
• LLNL / DD-NM-ROM
  ☆16Updated last year
• Willcox-Research-Group / ROM-OpInf-Combustion-2D
  Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …
  ☆33Updated 3 years ago
• mroberto166 / PinnsSub
  ☆70Updated last year
• mechanoChem / mechanoChemML
  mechanoChemML library
  ☆17Updated 5 months ago
• nn4pde / SPINN
  Sparse Physics-based and Interpretable Neural Networks
  ☆52Updated 4 years ago
• xiaoh / turbulence-modeling-PIML
  Data-driven Reynolds stress modeling with physics-informed machine learning
  ☆95Updated 6 years ago
• elejeune11 / Mechanical-MNIST
  Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…
  ☆40Updated 5 years ago
• multiphenics / multiphenicsx
  multiphenicsx - easy prototyping of multiphysics problems in FEniCSx
  ☆60Updated last month
• vmattey / bc-PINN
  A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations
  ☆35Updated 3 years ago