Machine learningComputational Chemistry
Density Functional Theory
Density Functional Theory (DFT) is a computational method for determining the properties of materials and molecules by modeling the ground state electron density. Developed by Walter Kohn and Lu Jeu Sham in the 1960s, DFT reduces the complexity of quantum chemistry from tracking individual electron coordinates to optimizing the total electron density, enabling efficient simulations of large molecular and condensed-matter systems.
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Sources
- Kohn, W., Sham, L. J. (1965). Self-consistent equations including exchange and correlation effects. Physical Review, 140, A1133–A1138. DOI: 10.1103/PhysRev.140.A1133 ↗
- Hohenberg, P., Kohn, W. (1964). Inhomogeneous electron gas. Physical Review, 136, B864–B871. DOI: 10.1103/PhysRev.136.B864 ↗
- Burke, K. (2012). Perspective on density functional theory. The Journal of Chemical Physics, 136, 150901. DOI: 10.1063/1.4704546 ↗