Related Experiment Video
Updated: Apr 3, 2026

Generation and Coherent Control of Pulsed Quantum Frequency Combs
Published on: June 8, 2018
Effect of ensemble generalization on the highest-occupied Kohn-Sham eigenvalue.
Eli Kraisler1, Tobias Schmidt2, Stephan Kümmel2
1Department of Materials and Interfaces, Weizmann Institute of Science, Rehovoth 76100, Israel.
Density-functional theory approximations struggle to predict both energy and potential properties. Ensemble generalization improves ionization potential prediction without sacrificing energy accuracy for various density-functional theory functionals.
Area of Science:
- Quantum Chemistry
- Computational Materials Science
- Electronic Structure Theory
Background:
- Density-functional theory (DFT) approximations accurately predict total energy properties but struggle with potential-related processes like ionization potentials.
- Developing a single exchange-correlation functional for both energy and potential properties remains a significant challenge in electronic structure theory.
Purpose of the Study:
- To investigate the efficacy of the ensemble generalization procedure for improving ionization potential predictions in DFT.
- To assess whether ensemble generalization compromises the accuracy of total energy-related properties.
Main Methods:
- Applied the ensemble generalization procedure to various exchange-correlation functionals, including local spin-density approximation, generalized gradient approximations, and hybrid functionals.
- Evaluated predictions for ionization potentials using the highest occupied Kohn-Sham eigenvalue on a test set of 26 diatomic molecules and single atoms.
Main Results:
- The ensemble generalization systematically improved ionization potential predictions across different functionals and systems.
- Accuracy of total energy-related properties was maintained after applying ensemble generalization.
- Ensemble-generalized hybrid functionals showed weak dependence on the parameter controlling semi-local and non-local components, mitigating the 'parameter dilemma'.
Conclusions:
- Ensemble generalization is a promising approach to simultaneously improve potential-related properties and maintain accuracy for energy-related properties in DFT.
- This method offers a potential solution to the long-standing challenge of developing versatile exchange-correlation functionals.
Related Concept Videos
One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation
On...
Stability of Equilibrium Configuration
A stable equilibrium occurs when a system tends to return to its original position when given a small displacement, and the potential energy is at its minimum. An example of a stable equilibrium is when a cantilever beam is fixed at one end and a weight is attached to the other end. If the weight...
Gaussian Elimination: Problem Solving
Interpreting ¹H NMR Signal Splitting: The (n + 1) Rule
Stability of Equilibrium Configuration: Problem Solving
Problem-solving in the context of the stability of equilibrium configuration...
The Aufbau Principle and Hund's Rule

