Adaptive-Partitioning Multilayer Dynamics Simulations: 2. Implementations of the Permuted and Interpolated
Anh L Tran1, Emilie B Guidez1, Hai Lin1
1Department of Chemistry, University of Colorado Denver, Denver, Colorado 80217, United States.
The Journal of Physical Chemistry. A
|December 7, 2023
Summary
This study investigates irregularities in the interpolated adaptive-partitioning (IAP) energy calculations within multilayer quantum mechanics/molecular mechanics (QM/MM) methods. Researchers found basis-set linear dependencies cause these issues, which can be controlled by adjusting parameters.
Area of Science:
- Computational Chemistry
- Quantum Mechanics
- Molecular Mechanics
Background:
- Adaptive-partitioning multilayer QM/MM methods offer flexible computational approaches by integrating different levels of theory (Q1, Q2, molecular mechanics/MM).
- These methods, similar to ONIOM, dynamically reclassify atoms during simulations, requiring smooth transitions between layers using buffer zones and energy interpolation.
- Two formalisms, permuted adaptive-partitioning (PAP) and interpolated adaptive-partitioning (IAP), exist for calculating Q1/Q2 interactions, with IAP utilizing alchemical quantum calculations.
Purpose of the Study:
- To thoroughly investigate and identify the causes of energy irregularities observed in the IAP formalism near the buffer/Q2 boundary.
- To derive and implement analytical gradients for both PAP and IAP formalisms to assess their performance.
- To analyze the behavior of energy and gradient discontinuities in IAP and propose strategies for their mitigation.
Main Methods:
- Analysis of IAP energy calculations, focusing on irregularities near the buffer/Q2 interface.
- Implementation and testing of a cutoff for weighted atomic orbital coefficients to address basis-set linear dependencies.
- Derivation and numerical implementation of energy gradients for both PAP and IAP methods.
- Computational testing on water cluster models to evaluate energy and gradient smoothness.
Main Results:
- Irregularities in IAP energy were identified and attributed to basis-set linear dependencies, effectively suppressed by a cutoff for atomic orbital coefficients.
- PAP gradients were found to be perfectly smooth across layers.
- Minor discontinuities were observed in IAP gradients at the buffer/Q2 boundary, which decreased with increased buffer size and larger basis sets.
Conclusions:
- Basis-set linear dependencies are a key factor causing IAP energy irregularities, manageable with appropriate cutoffs.
- While PAP offers smooth gradients, IAP exhibits controllable discontinuities that can be minimized by adjusting the buffer zone and basis set size.
- The findings provide insights into refining multilayer QM/MM methods for more accurate and stable simulations.
Related Concept Videos
PD Controller: Design
241
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
241
Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving
56
Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
56


