I build machine-learning methods for scientific time series, with a focus on environmental sensor data. My work studies imputation, forecasting, structured attention, and physics-informed learning for aquatic monitoring systems where measurements vary across depth, feature, and time.
time-series imputation | time-series forecasting | structured attention | physics-informed machine learning | environmental AI | scientific machine learning
- Developing robust imputation methods for stratified environmental sensor networks with missing and irregular observations.
- Studying how depth, feature, and time structure can improve scientific time-series models.
- Building reproducible research workflows for papers, experiments, code releases, and reviewer-facing artifacts.
| Advisor | Title | Institution |
|---|---|---|
| Prof. Leonardo Bobadilla | Associate Professor | Knight Foundation School of Computing and Information Sciences, Florida International University |
| Prof. Cuong V. Nguyen | Assistant Professor | Department of Mathematical Sciences, Durham University, United Kingdom |
My PhD research is supported in part by the NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES) through the FIU-AI2ES ExpandAI partnership.
| Degree | Institution | Period |
|---|---|---|
| Ph.D. in Computer Science | Florida International University, Knight Foundation School of CIS | May 2024 - present |
| M.S. in Artificial Intelligence | Northeastern University | Sept 2021 - Jul 2023 |
| B.S. in Computer Science (Advanced Program, instruction in English) | Vietnam National University, University of Science | Sept 2014 - Nov 2018 |
April 2026 - Passed the PhD Qualifying Examination at Florida International University
April 2025 - Presented in person at the ICLR 2025 Workshop on Tackling Climate Change with ML, Singapore
March 2025 - Paper accepted to the ICLR 2025 Workshop on Tackling Climate Change with ML
June 2024 - Co-presented "Learning and Planning for Water Quality Monitoring" with Prof. Bobadilla at the FIU AI2ES collaboration meeting
May 2024 - Started the PhD in Computer Science at FIU under Prof. Bobadilla and Prof. Nguyen
Miami, Florida | Open to academic collaborations on environmental AI, scientific time series, and physics-informed machine learning | Last reviewed May 2026