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Published on: July 19, 2019
Efficient partitioning technique for computing the dynamics of intramolecular processes: radiationless transitions in
P S Christopher1, Moshe Shapiro, Paul Brumer
1Chemical Physics Theory Group, Department of Chemistry, University of Toronto, Toronto, Ontario M5S 3H6, Canada.
A novel QP partitioning algorithm efficiently calculates molecular system dynamics, offering superior scaling and parallelization for large-scale quantum chemistry problems. This method enables unprecedented basis set sizes for accurate simulations.
Area of Science:
- Quantum Chemistry
- Computational Physics
- Molecular Dynamics
Background:
- Accurate computation of molecular system dynamics is crucial for understanding chemical reactions.
- Traditional methods like diagonalization face scalability challenges with increasing system size.
Purpose of the Study:
- To present an efficient Quantum Partitioning (QP) algorithm for computing eigenvalues, eigenvectors, and dynamics of large molecular systems.
- To demonstrate the algorithm's advantages in terms of computational scaling, parallelization, and memory requirements.
Main Methods:
- Developed an efficient QP partitioning algorithm.
- Implemented a coarse-grained approximation to enhance basis set size.
- Applied the algorithm to simulate electronic internal conversion dynamics in a pyrazine model.
Main Results:
- The QP algorithm exhibits favorable N(T)^2 scaling, outperforming straightforward diagonalization.
- The method is trivially parallelizable, achieving linear speedup.
- The coarse-grained approximation allows for unprecedented basis set sizes (10^8-10^10).
- Simulations of pyrazine decay dynamics and resonance line shapes were successfully performed.
Conclusions:
- The QP partitioning algorithm provides an efficient and scalable approach for large molecular system dynamics.
- The method's parallelizability and modest storage requirements make it suitable for high-performance computing.
- The enhanced algorithm opens new possibilities for simulating complex molecular processes.
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