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- Attention mechanism based LSTM approach in forecasting the Colombo Consumer Price Index(CCPI) (Co Supervisor – 2023/2024)
- Enhancing Portfolio Optimization Through Alternative Data Integration (Supervisor – 2024/2025)
- Forecasting Tea, Textiles, and Apparel Exports in Sri Lanka: A Comparative Study of Traditional Time Series, Machine Learning, and Hybrid Models (Supervisor – 2024/2025)
- Enhancing Sleep Stage Classification with Vision Transformers: A Study on Image Transformations, Data Augmentation, and Model Optimization(Supervisor – 2024/2025)
- A Comparative Evaluation of Econometric and Hybrid Models for Inflation Forecasting during Structural Breaks (Supervisor- 2025/2026)
- Robustness in Quantile Regression: An Influence Function Approach to Loss Function Selection (Supervisor- 2025/2026)
- An Investigation of Residual-Based Goodness-of-Fit Testing for Heteroscedastic Neural Regression Models (Supervisor- 2025/2026)
- Pattern Recognition and Cognitive Diversity in Agent‑Based Financial Markets: Effects on Trading Behaviour and Financial Market Dynamics (Supervisor- 2025/2026)
- Tourist dynamics during the economic crisis of Sri Lanka and forecasting tourist arrivals (Supervisor – 2023/2024)
- Developing a Forecasting Model for the Electricity Consumption in CEB (Supervisor – 2024/2025)
- Modelling and Forecasting Monthly Fuel Demand in Sri Lanka (Supervisor – 2025/2026)
