Complexity Reduction in Density Functional Theory: Locality in Space and Energy
arXiv:2301.06313 · doi:10.1063/5.0142652
Abstract
We present recent developments of the NTChem program for performing large scale hybrid Density Functional Theory calculations on the supercomputer Fugaku. We combine these developments with our recently proposed Complexity Reduction Framework to assess the impact of basis set and functional choice on its measures of fragment quality and interaction. We further exploit the all electron representation to study system fragmentation in various energy envelopes. Building off this analysis, we propose two algorithms for computing the orbital energies of the Kohn-Sham Hamiltonian. We demonstrate these algorithms can efficiently be applied to systems composed of thousands of atoms and as an analysis tool that reveals the origin of spectral properties.
arXiv commentAccepted Manuscript
References in corpus (14)
- NWChem: Past, Present, and Future
- O(N) methods in electronic structure calculations
- Projection of plane-wave calculations into atomic orbitals
- A Density Matrix-based Algorithm for Solving Eigenvalue Problems
- Challenges in Large Scale Quantum Mechanical Calculations
- Norm-conserving pseudopotentials with chemical accuracy compared to all-electron calculations
- An assessment of initial guesses for self-consistent field calculations. Superposition of Atomic Potentials: simple yet efficient
- Optimal finite-range atomic basis sets for liquid water and ice
- Efficient Computation of Sparse Matrix Functions for Large-Scale Electronic Structure Calculations: The CheSS Library
- Complexity Reduction in Density Functional Theory Calculations of Large Systems: System Partitioning and Fragment Embedding
- Complexity Reduction in Large Quantum Systems: Fragment Identification and Population Analysis via a Local Optimized Minimal Basis
- Solution of the -th eigenvalue problem in large-scale electronic structure calculations
- Spectrum-splitting approach for Fermi-operator expansion in all-electron Kohn-Sham DFT calculations
- On-the-fly computation of frontal orbitals in density matrix expansions