Final-year EEE undergraduate, University of Peradeniya · MARC (Multidisciplinary AI Research Centre)
I work on state-space (Mamba) architectures, bio-inspired vision, remote sensing, and solar-irradiance forecasting. The last two are applied domains I use to sharpen the underlying interest, which is generalized intelligence and biological vision.
- A Controlled Visual-Backbone Benchmark for Multimodal Short-Term Solar Irradiance Forecasting — MERCon 2026 (accepted). arXiv:2607.23633 . code . project page
- A Controlled Benchmark of Visual State-Space Backbones with Domain-Shift and Boundary Analysis for Remote-Sensing Segmentation — IGARSS 2026 (accepted). arXiv:2604.18721 · Code · Model
- MambaRefine-CD: MambaVision with Region–Boundary Temporal Refinement — MERCon 2026 (accepted). arXiv:2607.04403 . code . model
- SolarMamba — multimodal solar-irradiance nowcasting with adaptive hierarchical fusion of sky-camera imagery and temporal weather data. In preparation, targeting Applied Energy.
Other engineering work — an autonomous omni-wheel robot, an ESP32-based acoustic game (Symon Says/SVAIS), a Li-Fi file-sharing system, and ContxtBox, an AI productivity tool — is on the portfolio.
oshadhasamarakoon345@gmail.com · the portfolio is the canonical source for anything not covered here.