Research interests
Monte Carlo simulation.
Scattering and transmission techniques using gamma and X-rays.
Dose in X-ray and gamma calibration systems and accelerator.
Machine learning application in Radiation measurement.
Fundings
14. [Ministry of Education and Training – Principal Investigator]. Research on the application of artificial intelligence for the identification and quantitative analysis of natural and artificial radionuclides using a low energy-resolution gamma spectrometry system, (2026–2027) (In progress).
13. [HCMUE – Principal Investigator]. Study of a non-contact analytical method for evaluating the concentration of solutions based on gamma transmission measurements using low-activity radioactive isotope sources and machine learning algorithms, (2024-2026) (completed).
12. [National Foundation for Science and Technology Development (NAFOSTED) – Principal Investigator]. Study of non-destructive testing (NDT) methods using low-intensity radiation beams combined with Monte Carlo (MC) algorithms and artificial neural networks (ANN) to determine selected physical characteristics of materials, (2023–2025).
11. [Ministry of Education and Training – Principal Investigator]. Research on applying machine-learning solutions to optimize quantitative analytical procedures in the field of nuclear engineering, (2023–2024).
10. [Ministry of Education and Training – Principal Investigator]. Study on the application of gamma scattering techniques for density measurement of materials with low effective atomic numbers, (2020–2022).
9. [National Foundation for Science and Technology Development (NAFOSTED) – Principal Investigator]. Research and development of semi-empirical methods for applications in gamma scattering techniques, (2018–2020).
8. [Ministry of Education and Training – Principal Investigator]. Development of backscattering gamma techniques to measure liquid density using a NaI(Tl) scintillation detector, (2017–2019).
7. [HCMUE – Principal Investigator]. Establishment of non-destructive analytical procedures for measuring characteristic parameters of materials, (2021–2023).
6. [HCMUE – Principal Investigator]. Optimization of Monte Carlo simulation models for NaI(Tl) scintillation detectors, (2016–2017).
5. [HCMUE – Principal Investigator]. Study of the contribution of multiple scattering to Compton scattering spectra, (2015–2016).
4. [HCMUE – Principal Investigator]. Hybrid Monte Carlo methods and their applications in determining the detection efficiency of NaI(Tl) detectors, (2014–2015).
3. [HCMUE – Principal Investigator]. Application of gamma scattering methods to determine material thickness through both computational and experimental approaches, (2013–2014).
2. [HCMUE – Principal Investigator]. Determination of radionuclide activities in Moss–soil and Spiked-water samples using a low-background gamma spectrometry system for an IAEA international comparison exercise, (2011–2012).
1. [HCMUE – Principal Investigator]. Study on determining annual beta radiation dose in ceramic samples using LiF:Mg,Cu,P materials, (2009–2010).