• HE-E1GODF

  • Referenced in 866 articles [sw06606]
  • ideal gas by Godunov methods with several approximate Rieman solvers of the approximate flux type...
  • KELLEY

  • Referenced in 631 articles [sw04829]
  • dots{} we treat a small number of methods in depth, giving less detailed description ... occupying approximately 100 pages, is devoted to the optimization of smooth functions. The methods studied ... chapters conclude with a demonstration of the methods discussed in the respective chapter using ... group. Implicit filtering methods use finite difference approximations of the gradient, which are adjusted...
  • BVPh

  • Referenced in 204 articles [sw06575]
  • developments and applications of the analytic approximation method for highly nonlinear problems, namely the homotopy...
  • SPGL1

  • Referenced in 196 articles [sw08365]
  • BPDN) fits the least-squares problem only approximately, and a single parameter determines a curve ... each iteration, a spectral gradient-projection method approximately minimizes a least-squares problem with ... derivative information needed for the root-finding method. Numerical experiments on a comprehensive...
  • XFEM

  • Referenced in 382 articles [sw01026]
  • level sets or a standard method; standard and enriched approximations are independent; enrichment detection schemes...
  • lobpcg.m

  • Referenced in 145 articles [sw24008]
  • also show numerically that the LOBPCG method provides approximations to first eigenpairs of about ... much more expensive global optimization method on the same generalized block Krylov subspace. We propose...
  • ProbLog

  • Referenced in 99 articles [sw06945]
  • query, either exactly or using various approximate methods. ProbLog1 also supports parameter learning, in both...
  • GaussQR

  • Referenced in 98 articles [sw28260]
  • book Kernel-Based Approximation Methods in MATLAB available from World Scientific Press. Although...
  • PHCpack

  • Referenced in 236 articles [sw00705]
  • methods are reliable and powerful methods to compute numerically approximations to all isolated complex solutions ... features a great variety of root-counting methods among its tools. The outline...
  • DGM

  • Referenced in 164 articles [sw39282]
  • Burgers’ equation. The deep learning algorithm approximates the general solution to the Burgers’ equation ... call the algorithm a “Deep Galerkin method (DGM)” since ... similar in spirit to Galerkin methods, with the solution approximated by a neural network instead...
  • SLIC

  • Referenced in 161 articles [sw18282]
  • SLIC is an alternating-direction method for the geometric approximation of fluid interfaces ... coordinate direction. (3) The one-dimensional surface approximations for a mixed fluid cell are completely ... possible to incorporate any one space dimensional method for advancing contact discontinuities. This makes SLIC...
  • PITCON

  • Referenced in 260 articles [sw04244]
  • methods, in particular an ordinary differential equations approach, the code PITCON and simplicial approximation...
  • R-INLA

  • Referenced in 86 articles [sw08014]
  • work extends the integrated nested Laplace approximation (INLA) method to latent models outside the scope...
  • HSL-VF05

  • Referenced in 70 articles [sw36311]
  • trust-region subproblem using the Lanczos method. The approximate minimization of a quadratic function within ... important subproblem for many nonlinear programming methods. When the number of variables is large...
  • PSI-BLAST

  • Referenced in 232 articles [sw17324]
  • approximately three times the speed of the original. In addition, a method is introduced ... Specific Iterated BLAST (PSIBLAST) program runs at approximately the same speed per iteration as gapped...
  • SparsePOP

  • Referenced in 66 articles [sw04331]
  • sparse semidefinite programming (SDP) relaxation method for approximating a global optimal solution of a polynomial...
  • PDE-Net

  • Referenced in 63 articles [sw36963]
  • neural networks or other machine learning methods to approximate the unknown nonlinear responses. Comparing with...
  • penalized

  • Referenced in 26 articles [sw06071]
  • package penalized: Efficient approximate k-fold and leave-one-out cross-validation for ridge regression ... this article, we discuss an approximation method that is much faster and can be used ... with a ridge penalty term. Our approximation method is based on a Taylor expansion around ... less time. The method is most accurate when approximating leave-one-out cross-validation results...
  • MCTDH

  • Referenced in 34 articles [sw14837]
  • very nature is an approximate method. However, it can be made as accurate...
  • APMC

  • Referenced in 28 articles [sw11483]
  • Approximate probabilistic model checking. Symbolic model checking methods have been extended recently to the verification ... this paper, we propose an approximation method to verify quantitative properties on discrete Markov chains ... give a randomized algorithm to approximate the probability that a property expressed by some positive ... based on an execution sampling method. We also present an implementation and a few classical...