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Identifying pitfalls when using the Miller–Abrahams rate in kinetic Monte Carlo simulations

Title data

Dörfler, Magdalena ; Bässler, Heinz ; Kadashchuk, Andrey ; Oberhofer, Harald ; Köhler, Anna:
Identifying pitfalls when using the Miller–Abrahams rate in kinetic Monte Carlo simulations.
In: Journal of Materials Chemistry C. (2025) .
ISSN 2050-7534
DOI: https://doi.org/10.1039/D5TC01487E

Official URL: Volltext

Abstract in another language

The conventional Miller–Abrahams (MA) rate is a frequently applied rate for modeling the hopping transport of charges or excitons in organic semiconductors. However, the expression known as Miller–Abrahams rate is an approximation that has a more limited range of validity than the original, full expression. We study the effect of both rates in Kinetic Monte Carlo simulations on the resulting charge carrier mobility in OFET and OLED structures. We find significant differences for small disorders as well as for high electric fields. While the original, full expression predicts an increase and finally saturation of the mobility with temperature and field, the conventional (approximated) MA rate erroneously yields a decreasing mobility with temperature and field. We demonstrate that this results from the constant rate for energetically downward carrier jumps in the conventional, approximated MA rate in contrast to the full rate where downwards jumps accelerate with increasing energy difference and discuss the physical origin of this. This aspect becomes relevant when downward jumps are rate-limiting, e.g. for small disorders or high fields.

Further data

Item Type: Article in a journal
Refereed: Yes
Institutions of the University: Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Physics
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Physics > Chair Experimental Physics II - Optoelectronics of Soft Matter
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Physics > Chair Experimental Physics II - Optoelectronics of Soft Matter > Chair Experimental Physics II - Optoelectronics of Soft Matter - Univ.-Prof. Dr. Anna Köhler
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Physics > Chair Theoretical Physics VII - Computational Materials Design (BayBatt) > Chair Theoretical Physics VII - Computational Materials Design (BayBatt) - Univ.-Prof. Dr. Harald Oberhofer
Research Institutions > Central research institutes > Bayreuth Institute of Macromolecular Research - BIMF
Research Institutions > Affiliated Institutes > Bavarian Polymer Institute (BPI)
Faculties
Faculties > Faculty of Mathematics, Physics und Computer Science
Faculties > Faculty of Mathematics, Physics und Computer Science > Department of Physics > Chair Theoretical Physics VII - Computational Materials Design (BayBatt)
Research Institutions
Research Institutions > Central research institutes
Research Institutions > Affiliated Institutes
Result of work at the UBT: Yes
DDC Subjects: 500 Science > 530 Physics
Date Deposited: 24 Jun 2025 11:46
Last Modified: 25 Jun 2025 05:19
URI: https://eref.uni-bayreuth.de/id/eprint/93974