• SINDy

  • Referenced in 29 articles [sw30277]
  • data-driven modelling framework that uses sparse regression techniques to identify nonlinear low-order models ... order models of a fluid flow, we combine this approach with dimensionality reduction techniques...
  • emgr

  • Referenced in 13 articles [sw07554]
  • wide-spread use, for example in: model reduction, decentralized control, optimal placement, sensitivity analysis ... nonlinear systems due to their data-driven computation. The empirical Gramian framework is a compact...
  • PyDMD

  • Referenced in 4 articles [sw38466]
  • uses Dynamic Mode Decomposition for a data-driven model simplification based on spatiotemporal coherent structures ... model reduction algorithm developed by Schmid (see ”Dynamic mode decomposition of numerical and experimental data ... high-fidelity measurements, like experimental data and numerical simulations, so it is an equation-free ... system. See Kutz (”Dynamic Mode Decomposition: Data-Driven Modeling of Complex Systems”) for a comprehensive...
  • SEMgraph

  • Referenced in 1 article [sw37729]
  • ensuring robustness and reproducibility through data-driven evaluation of model architecture and perturbation, that ... several functions for perturbed path finding, model reduction, and parallelization options for the analysis...
  • BoomerAMG

  • Referenced in 195 articles [sw00086]
  • BoomerAMG: A parallel algebraic multigrid solver and preconditioner...
  • complib

  • Referenced in 34 articles [sw00149]
  • COMPlib: COnstraint matrix-optimization problem library–a collection...
  • gmp

  • Referenced in 282 articles [sw00363]
  • GMP is a free library for arbitrary precision...
  • Gmsh

  • Referenced in 720 articles [sw00366]
  • Gmsh is a 3D finite element grid generator...
  • hypre

  • Referenced in 306 articles [sw00426]
  • hypre is a software library for the solution...
  • LAPACK

  • Referenced in 1695 articles [sw00503]
  • LAPACK is written in Fortran 90 and provides...
  • LGO

  • Referenced in 96 articles [sw00516]
  • The program system LGO serves to solve global...
  • LSQR

  • Referenced in 394 articles [sw00530]
  • Algorithm 583: LSQR: Sparse Linear Equations and Least...
  • Maple

  • Referenced in 5363 articles [sw00545]
  • The result of over 30 years of cutting...
  • MapReduce

  • Referenced in 262 articles [sw00546]
  • MapReduce is a new parallel programming model initially...
  • Mathematica

  • Referenced in 6337 articles [sw00554]
  • Almost any workflow involves computing results, and that...
  • Matlab

  • Referenced in 13460 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • mclust

  • Referenced in 304 articles [sw00563]
  • R package mclust: Normal Mixture Modeling for Model...
  • R

  • Referenced in 9810 articles [sw00771]
  • R is a language and environment for statistical...