3 papers
cs.LG2026
AeroChem: Closed-loop Physics-Informed State Space Modeling for Long-term Chemically-Reactive Air Quality Forecasting--Extended Version
Kien Le Trung, Tung Kieu, Dinh Duc Nha Nguyen +3
Accurate long-term air quality forecasting is challenging due to long-range transport, meteorological variability, and nonlinear chemical reactions underlying secondary pollutant f…
cs.LG2025
Optimizing Electric Vehicle Charging Station Placement Using Reinforcement Learning and Agent-Based Simulations
Minh-Duc Nguyen, Dung D. Le, Phi Long Nguyen
The rapid growth of electric vehicles (EVs) necessitates the strategic placement of charging stations to optimize resource utilization and minimize user inconvenience. Reinforcemen…
cs.LG2025
RN-F: A Novel Approach for Mitigating Contaminated Data in Large Language Models
Le Vu Anh, Dinh Duc Nha Nguyen, Phi Long Nguyen
Large Language Models (LLMs) have become foundational in modern artificial intelligence, powering a wide range of applications from code generation and virtual assistants to scient…