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Published on: July 28, 2023
Sampling Phase Space Dividing Surfaces Constructed from Normally Hyperbolic Invariant Manifolds (NHIMs)
Gregory S Ezra1, Stephen Wiggins2
1Department of Chemistry and Chemical Biology , Baker Laboratory, Cornell University , Ithaca , New York 14853 , United States.
This study validates a numerical method for constructing phase space dividing surfaces (DS) from normally hyperbolic invariant manifolds (NHIM). The method accurately samples points on the DS with correct microcanonical density for dynamical systems.
Area of Science:
- Chemical Physics
- Dynamical Systems Theory
- Computational Chemistry
Background:
- Investigates the construction of phase space dividing surfaces (DS) from normally hyperbolic invariant manifolds (NHIM).
- Builds upon prior work on sampling procedures for DS construction (Wiggins et al., 2016).
- Focuses on the interplay between geometric structures and dynamics in 2 and 3 degree of freedom (DoF) systems.
Purpose of the Study:
- To demonstrate that a previously described numerical procedure for DS construction yields results consistent with sampling methods based on the explicit form of the NHIM.
- To apply and validate the general sampling procedure for DS construction in a specific case (quadratic Hamiltonian normal form near an index-one saddle).
- To confirm that the sampling procedure generates points on the analytically defined DS with correct microcanonical density.
Main Methods:
- Utilized Poincaré-Birkhoff normal form theory to obtain explicit equations for the NHIM and DS.
- Applied a general sampling procedure to generate points on the DS.
- Compared analytical averages with numerical averages of quadratic energy terms over the DS.
Main Results:
- Confirmed that the numerical procedure for DS construction from NHIM matches sampling methods when NHIM/DS equations are known.
- Demonstrated that the sampling procedure accurately places points on the analytically defined DS with correct microcanonical density for 2 and 3 DoF systems.
- Achieved excellent agreement between analytical and numerical averages of quadratic energy terms over the DS across various energies.
Conclusions:
- The validated numerical sampling procedure provides a reliable method for constructing and sampling phase space dividing surfaces from normally hyperbolic invariant manifolds.
- This approach is effective for both 2 and 3 degree of freedom systems, particularly near index-one saddles.
- The findings support the use of these methods for accurate dynamical analysis in chemical physics and related fields.
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