01 / Current focus
Cross-basin Water Quality Forecasting
A transferable long-term forecasting framework combining multiscale decomposition and fuzzy-rule attention across basin regimes.
- Transfer Learning
- Multiscale
- Fuzzy Attention
- Water Research
Research and engineering
Projects
A portfolio of research models, environmental systems, embedded development, and intelligent hardware.
02 / Current focus
Marine Ranching Water Quality Prediction
Long-horizon prediction for dissolved oxygen and key aquaculture variables using multivariate deep learning.
- Marine Ranching
- Dissolved Oxygen
- Time Series
03 / Completed
Multi-input Multi-output Water Quality Modeling
A multi-variable framework for forecasting several critical water-quality factors over extended horizons.
- MIMO
- Transformer
- Long-term Forecasting
04 / Completed
Embedded Environmental Sensing
A deployable edge platform for multi-sensor acquisition, positioning, telemetry, and real-time water-environment analytics.
- STM32
- Sensor Fusion
- Firmware
- Edge AI
05 / Completed
Embedded GNSS Development
Beidou GNSS integration, automotive-grade SDK engineering, and positioning workflows informed by A-SPICE practice.
- Beidou GNSS
- SDK
- RTK
- A-SPICE
06 / Current focus
Smart Aquaculture Decision Support
Multi-source environmental sensing and predictive services for marine ranching and intelligent aquaculture operations.
- Smart Fisheries
- IoT
- Decision Support
- Water Quality
07 / Completed
Quadrotor UAV Flight Control System
Flight control, attitude estimation, altitude hold, telemetry, and vision-assisted navigation for complex indoor and field environments.
- STM32
- Kalman Filter
- Quaternion
- Cascade PID