AI for Sciences — quantum · graph · chemometrics
Son Nguyen— building computational tools for scientific discovery.
I am an AI researcher at the intersection of quantum machine learning, graph machine learning, and analytical chemistry — a senior student at the University of Science, Vietnam National University and an AI Researcher at the Vietnam Institute of Ginseng and Herbal Medicine. I lead the AI – Analytical Chemistry Laboratory (with Assoc. Prof. Dr. Ta Thi Thao) and work with the Natural Product Chemistry Laboratory (with Prof. Dr. Phan Minh Giang), building computational tools that accelerate scientific discovery.
01Research areas
Quantum ML
quantum computing
Graph ML
graph learning
AI for Science
ai for science
Chemometrics
statistics + chem.
Applied Math
applied mathematics
02Selected publications
Quantification of cinnamaldehyde, cinnamic acid and coumarin of cinnamon essential oil by HPLC-DAD method
Journal of Liquid Chromatography & Related Technologies, 1-9, 2026
Rapid identification of orange juice adulteration using voltammetric profiling and machine learning
ASEAN Journal of Scientific and Technological Reports 29 (2), e260129, 2026
HPLC Profile-Based Chemometric Discrimination of Cinnamomum cassia by Geographic Origin
Biomedical Chromatography 40 (1), e70272, 2026
03News & milestones
- 2026 3 papers accepted for publication / conference.
- Oct 2025 3 papers accepted at the 8th National Metrology Conference.
- Apr 2025 First Prize — National Poster Award, analytica Vietnam 2025.
- Mar 2025 2 papers accepted at analytica Vietnam Conference 2025.
- Dec 2024 1st & 4th Place — International Food Control Conference.
- 2024 Academic Encouragement Scholarship · VietChem Scholarship · 2nd Prize, Student Science Research Award.
- 2023 Student with Five Good Merits — City, VNU & School level · Outstanding Young Person.
04Selected awards
- First Prize National Poster Award — analytica Vietnam, 2025
- First Prize Poster Presentation — International Food Control Conference, 2024
- Scholarships Academic Encouragement Scholarship · VietChem Scholarship, 2024
- 2nd Prize Student Science Research Award (Dept level), 2024
- Five Good Merits City, VNU & School level, 2023
05Blog — Latest posts
06Now
- Ψ Exploring quantum architectures for scientific deep learning — scaling them past the toy-problem regime.
- ML Applying graph deep learning + network pharmacology to screen bioactive compounds from medicinal plants.
- CHEM Building non-destructive food-quality tools — spectroscopy, computer vision, and voltammetric fingerprints for Vietnamese agriculture.