Bulletin of the American Physical Society
APS March Meeting 2021
Volume 66, Number 1
Monday–Friday, March 15–19, 2021; Virtual; Time Zone: Central Daylight Time, USA
Session S26: Predicting Rare Event Kinetics in Complex Systems with Theory, Simulations and Machine Learning III
11:30 AM–1:18 PM,
Thursday, March 18, 2021
Sponsoring
Unit:
DCP
Chair: Sapna Sarupria, Clemson University; Matteo Salvalaglio, University College London
Abstract: S26.00006 : Exploration of complex reaction systems with the Chemical Trajectory analYzer (CTY) and CVHD acceleration
12:54 PM–1:06 PM
Live
Presenter:
Wassja Kopp
(Chair of Technical Thermodynamics, RWTH Aachen University)
Authors:
Can Huang
(Chair of Technical Thermodynamics, RWTH Aachen University)
Yuqing Zhao
(Chair of Technical Thermodynamics, RWTH Aachen University)
Peiyang Yu
(Chair of Technical Thermodynamics, RWTH Aachen University)
Nils Baur
(Chair of Technical Thermodynamics, RWTH Aachen University)
Wassja Kopp
(Chair of Technical Thermodynamics, RWTH Aachen University)
Kai Leonhard
(Chair of Technical Thermodynamics, RWTH Aachen University)
We accelerate the rMD using collective-variable driven hyperdynamics (CVHD) to find the reaction networks within hours up to some days. We investigate different CVs to model dissociation, association, abstraction and substitution.
The analysis applied to C4 hydrocarbon isomerization networks detects 44 reactions, including the identification of all important butenyl radicals and their decomposition reactions. Also, by the acceleration of CVHD, the chain branching path over ROO and QOOH at 500-1500 K and decomposition of primary ozonide at 298 K was found successfully. It gives the potential to employ this method to help reveal reaction pathways of a similar mechanism for larger molecules.
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