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Doped Graphene Quantum Dots UV-vis Absorption Spectrum: A High-Throughput TDDFT Study.
Şener Özönder1, Caner Ünlü2, Cihat Güleryüz3,4
1Institute for Data Science & Artificial Intelligence, Boğaziçi University, Istanbul 34342, Turkey.
This study explores how doping graphene quantum dots (GQDs) with various elements and percentages affects their UV-vis absorption spectra. Results guide the creation of custom GQD mixtures for specific optical properties.
Area of Science:
- Computational Materials Science
- Quantum Chemistry
- Nanotechnology
Background:
- Graphene quantum dots (GQDs) exhibit tunable optical properties.
- Understanding the influence of doping and size on GQD spectra is crucial for applications.
- Predictive modeling can guide experimental synthesis of GQDs with desired characteristics.
Purpose of the Study:
- To computationally investigate the excited states and UV-vis absorption spectra of doped graphene quantum dots.
- To analyze the systematic trends in absorption spectra based on GQD size, dopant type, and dopant concentration.
- To provide a framework for designing GQD mixtures with tailored absorption profiles.
Main Methods:
- Time-dependent density functional theory (TD-DFT) calculations were employed.
- Calculations were performed for 63 square-shaped graphene quantum dots.
- Doping was systematically varied using B, N, O, S, and P at 1.5%, 3%, 5%, and 7% concentrations.
Main Results:
- UV-vis absorption spectra were calculated, revealing distinct spectral features.
- Trends in spectral peaks (UV and visible regions) and overall absorption were mapped against size, dopant type, and percentage.
- The study demonstrates how spectral profiles evolve within the explored chemical parameter space.
Conclusions:
- Doping type, concentration, and GQD size significantly influence UV-vis absorption spectra.
- The findings enable the rational design of GQD mixtures for specific optical absorption targets.
- This computational approach facilitates the development of advanced materials for optoelectronic applications.
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