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Quantum three body problem: an overview of numerical computation
2022-07-19 06:12:00 【weixin_ forty-two million eight hundred and forty-nine thousand】
Overview of numerical calculation
| project | explain | remarks |
|---|---|---|
| High precision numerical integration | DE integration method | Calculate the Coulomb potential energy matrix : Implicitly calculate matrix and vector multiplication |
| Iteratively solve super large sparse matrix | The corresponding matrix of kinetic energy operator can be decomposed into two sparse matrices and , use CGS+ Preprocessor method iterative solution | The main matrix of the kinetic energy operator is a super tridiagonal matrix , Can be expressed as Kronecker Tensor form , use LU decompose , Or direct Gauss elimination can be solved , Used as a CGS Preprocessing matrix in M |
| ARPACK/PARPACK Iteratively solve eigenvalues | Solve the maximum eigenvalue by iterative method | Matrix display form is not required , Provide matrix x Vector operation is enough , Support MPI Parallel mode |
| Coulomb matrix x vector | utilize Jacobi Polynomial recurrence relation and DE Integral implicit calculation | There is no need to display calculations |
| Convergence analysis | Extrapolate and interpolate the increasing truncated eigenvalue results , Get high-precision results | Find the progressive law of sequence , use E Algorithm extrapolation |
| Hybrid accuracy calculation strategy | With low accuracy (REAL(4)) Calculate the approximate eigenvector , With high precision (REAL(8)/REAL(16)) correct | It can significantly accelerate the calculation efficiency |
| GPU Acceleration strategy | use GPU Calculate the vector multiplication of Coulomb matrix | Jacobi Polynomial recurrence relation 、 Block matrix multiplication |
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