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Graph-based quantum response theory and shadow Born-Oppenheimer molecular dynamics.

Christian F A Negre1, Michael E Wall2, Anders M N Niklasson1

  • 1Theoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, USA.

The Journal of Chemical Physics
|February 22, 2023
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This summary is machine-generated.

Graph-based methods enhance quantum-mechanical molecular dynamics simulations for complex chemical systems. This approach enables stable, large-scale simulations by optimizing electronic structure calculations and addressing unsteady charge solutions.

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Area of Science:

  • Computational Chemistry
  • Materials Science
  • Quantum Mechanics

Background:

  • Extended Lagrangian Born-Oppenheimer molecular dynamics (MD) simulations face challenges with sensitive chemical systems and unsteady charge solutions.
  • Accurate electronic structure calculations are crucial for reliable MD simulations, especially for complex systems.

Purpose of the Study:

  • To adapt graph-based linear scaling electronic structure theory for advanced molecular dynamics simulations.
  • To enable stable simulations of complex chemical systems with fractional molecular-orbital occupation numbers.
  • To develop efficient quantum response calculations for electronic states with fractional occupation.

Main Methods:

  • Adaptation of graph-based linear scaling electronic structure theory to recent shadow potential formulations.
  • Integration of preconditioned Krylov subspace approximation for extended electronic degrees of freedom.
  • Introduction of graph-based canonical quantum perturbation theory for response calculations.

Main Results:

  • Stable simulations of sensitive complex chemical systems with unsteady charge solutions are achieved.
  • Linear scaling complexity and natural parallelism are maintained for both ground state and response calculations.
  • Demonstration of accelerated self-consistent field calculations and stable MD simulations using self-consistent charge density-functional tight-binding theory.

Conclusions:

  • Graph-based techniques combined with semi-empirical theory provide stable simulations for large chemical systems (tens of thousands of atoms).
  • The developed methods are particularly suitable for semi-empirical electronic structure theory.
  • This advancement significantly improves the capability for simulating complex chemical dynamics.