Numerical projects#
Fortran libraries for linear algebra, optimization, root-finding, etc.#
Library for 2D pencil decomposition and distributed Fast Fourier Transform
Tags: fft parallel distributed-memory openmpi
Collection of Fortran77 subroutines designed to solve large scale eigenvalue problems.
Tags: eigenvalue eigenvector singular value decomposition svd
A library for building, training and testing feed-forward neural networks.
Multidimensional B-Spline interpolation of data on a regular grid
Tags: spline interpolation extrapolation integration integral
Distributed block compresseed sparse row matrix library
Modern Fortran implementation of the DDEABM Adams-Bashforth algorithm
A fast domain decomposition based implementation of the COSMO solvation model
Tags: continuum-solvation cosmo pcm cpcm
Multivariate Interpolation via a Sparse Subset of the Delaunay Triangulation in Medium to High Dimensions.
Tags: interpolation openmp acm-toms
Computes derivatives, gradients and Jacobians of Fortran functions/subroutines using forward automatic differentiation.
Tags: algorithmic derivative AD autodiff
A library providing a derived type that enables forward and reverse mode automatic differentiation.
Tags: automatic-differentiation adjoint algorithmic derivative AD autodiff jacobian hessian
Modern Fortran Edition of Hairer's DOP853 ODE Solver
a high-performance library designed for parallel data transpositions and optional Fast Fourier Transforms (FFTs) in multidimensional computing environments.
Tags: mpi cuda fft parallel distributed-memory
Finite element software for numerical solution of partial differential equations
A Fortran library for the integration of ordinary differential equations with direct and adjoint sensitivity analysis capabilities
Tags: ode-solver
A deep learning library for use in high-performance computing applications in modern Fortran
Tags: machine-learning deep-learning high-performance-computing
Fortran Library for numerical INTegration of differential equations
Compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precision, in two dimensions, on a multi-core shared-memory machine.
Tags: fast-multipole-method
Compute N-body interactions governed by the Laplace and Helmholtz equations, to a specified precision, in three dimensions, on a multi-core shared-memory machine.
Tags: fast-multipole-method
Fortran Object-Oriented Differential-equations Integration Environment
Tags: ordinary-differential-equation partial-differential-equation euler runge-kutta
Collection of personal scientific routines in Fortran
Tags: solver integral integrate interpolation histogram constants hdf5 error random posix angles probability stokes vectors
Fortran utilities including unit test harness, arbitrary length strings, parameter list objects, timers, geometry definitions, file wrappers, linear algebra tools, and parallel computing support
Modules for nonlinear optimization
Tags: least squares active set quadratic-programming interior point convex-programming linear-programming
A general library for Non Equilibrium Green's Functions
A shared memory parallel sparse matrix computations library for the Recursive Sparse Blocks format implementing the Sparse BLAS standard
Tags: linear-algebra openmp
Los Alamos Grid Toolbox (LaGriT)
a library of user callable tools that provide mesh generation, mesh optimization and dynamic mesh maintenance
a modern Fortran interface for computing the Jacobian (derivative) matrix of m nonlinear functions which depend on n variables
Tags: finite-difference
fortran中的数值方法
求解线性、非线性方程、常微分方程
Tags: ordinary-differential-equation partial-differential-equation integral stochastic quadrature plotting
A Systematized Collection of ODE Solvers (FORTRAN 77)
Tags: ordinary-differential-equation runge-kutta adams-bashforth
Open source parallel package for computing multi-dimensional Fast Fourier Transforms (3-D and 4-D FFTs)
A general-purpose high-performance MPI/Coarray-parallel Monte Carlo simulation library implemented in Fortran 2018 with interfaces to C/C++/Fortran/MATLAB/Python
Tags: parallel mpi coarray monte carlo mcmc c cpp matlab python statistics bayesian stochastic optimization sampling integration machine-learning
Piecewise Cubic Hermite Interpolation Package
Provides portable kind-parameters and many useful procedures to deal with them
Tags: kinds integer real ieee floating point floats precision
Library to solve Poisson equation on a uniform Cartesian grid using the Fast Fourier Transform
Software package for computing the singular value decomposition of large and sparse or structured matrices
Quasi-Newton Algorithm for Stochastic Optimization.
Tags: quasi-newton-optimization stochastic-optimization acm-toms
A parallel multifrontal solver for sparse linear systems based on QR and Cholesky decomposition
Fortran library for the numerical computation of definite one-dimensional integrals
Suite of Fortran routines for interpolating values between one-, two-, three-, and four-dimensional arrays defined on uniform or nonuniform orthogonal grids
Tags: linear cubic interpolation
Pseudo random number generator in Fortran, internally using xoroshiro128+
Tags: uniform normal poisson distributed
A Fortran-95/Python library that can be used to perform spherical harmonic transforms
Tags: spectral analysis Slepian bases gravitational magnetic field openmp
SLSQP nonlinear constrained optimizer
A tool for automatic differentiation (forward/reverse) of Fortran and c programs
Tags: algorithmic derivative ad
Solver for Blackbox Multiobjective Optimization Problems.
Tags: global-optimization simulation-optimization blackbox-optimization multiobjective-optimization multicriteria-optimization response-surface-methodology acm-toms
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