
Research project:
Visible-to-Ultraviolet
Light Conversion Technology for the Cost-Effective Fight Against Infectious
Diseases
Project
director: Prof. dr. Miroslav Dramićanin
Project code: C9-I8-C28
Contract no. 760107/23.05.2023
Project
duration: 36 months
Acronim: lighTechAID
Contact: dramican@incemc.ro,
dramican@gmail.com, c9-i8-c28_pnrr@incemc.ro
Project site: https://lightechaid.ro/
Abstract
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In
this project, we intend to develop novel up-conversion phosphors for UVC
light-emitting diodes (UVC-LEDs), antimicrobial surface coatings, and
membranes. This could improve the antimicrobial ultraviolet C (UVC) radiation
applications. The obtained results will form the basis for a future EU
Horizon proposal to expand the applicability of these technologies to devices
for the successful combat of COVID-19 and other infectious diseases. In
addition, the outcomes will improve the quality of Romanian science in the
field and contribute to the growth of the innovative competencies of
students. The project envisions the creation of new Pr3+-doped
phosphors with an efficient upconversion of visible light to UVC radiation.
The host materials will be chosen using a novel method that combines machine
learning/artificial intelligence (ML/AI) and high-throughput calculations. In
the first step, an ML/AI model will be built from existing literature data
using a combination of compositional and structural descriptors. The
calculations will then be applied to the large number of compositions stored
in Pearson's Crystal Database, and the resulting descriptors will be fed into
the ML/AI model, which will predict the relevant optical properties. Finally,
the best crystal hosts will be chosen based on chemical stability, bandgap,
4f2 → 4f15d1 Pr3+
transition energy, and a few other parameters for synthesizing effective
phosphors. The selected crystal hosts and Pr3+ combinations will
be synthesized as fine crystalline powders using conventional chemical
methods and thoroughly characterized structural and optical. For the UVC-LED,
surface coating, and membrane fabrications, three of the best Pr3+
phosphors will be used. The UVC-LEDs will be covered with Pr3+
phosphors in UV transparent resin coating on the chip surface. Biodosimetry
will be used to figure out how well UVC-LEDs, surface coatings, and membranes
kill microorganisms. |
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PNRR. (NRRP) - Funded by the European Union -
NextGenerationEU
https://www.facebook.com/PNRROficial/
“Conținutul acestui
material nu reprezintă în mod obligatoriu poziția oficială a
Uniunii Europene sau a Guvernului României“