Selected Projects
We are passionate about applied research and we actively apply fundings to support our research, focusing on industrial AI with a unique emphasis on energy. Interested in collaborating? Email us! 📧
Ongoing
PI. “Transforming Job-Shop Scheduling for Large-Scale and Complex Industrial Manufacturing Applications.” Manufacturing, Trade and Connectivity (MTC) Individual Research Grant (IRG). Fund: S$959,920 (SIT's 1st MTC IRG).
Team PI. “Physics and Knowledge Transfer-based Cognitive Digital Twin for Advanced Battery Analytics.” MTC Programmatic Fund. Fund: S$9,435,530 (multi-institutional, SIT: S$1,264,380).
PI. "Machine Learning-based Battery Performance Management for Rugged Systems in Tropics." SIT Ignition Grant (STEM). Fund: S$150,000 (and industry cash S$15,000).
PI. “Cost-Effective CO2 Reduction Reaction Electrocatalyst Discovery for Carbon Capture and Utilization with Advanced Machine Learning.” Ministry of Education (MOE) Academic Research Fund (AcRF) Tier 1 Grant. Fund: S$150,000 (direct cost).
Co-PI. “Machine Learning Aided Multi-Scale Droplets Evaporation Model for Engineering Applications.” Ministry of Education (MOE) Academic Research Fund (AcRF) Tier 2. Fund: S$1,077,420.
Co-PI. “Holistic Moving Target Defence for Autonomous Driving Perception.” AI Singapore Grand Challenge in Robust AI Grant (Stage 1b), S$996,560 (multi-institutional, SIT: S$333,320).
Collaborator. ACE@NTU, Algorand Centre of Excellence at Nanyang Technological University (NTU), Singapore.
Completed
PI. “5G-Powered Intelligent Data-Driven Electric Vehicle Charging Management for Maximized Economic Benefits and Sustainability.” Future Communications Research & Development Programme (FCP) Translational Grant. Fund: S$259,200 (my 1st external project as PI in SIT 万事开头难).
PI. “Interpretable Data-Driven Building Energy Modeling: Using SIT@NYP Living Lab as a Case Study.” SIT Seed Grant. Fund: S$9,600 (direct cost; my 1st project in SIT with good memories). Completed in 2021.
Co-PI. “Holistic Moving Target Defence for Autonomous Driving Perception.” AI Singapore Grand Challenge in Robust AI Grant (Stage 1), S$2,997,840 (multi-institutional, SIT: S$993,600).
Co-PI. “AiDiSA: An AI-Driven Intelligent Situation Awareness System by Integrating Heterogeneous Omnichannel Commuter Feedback.” SIT Ignition Grant (STEM). Fund: S$150,000 (direct cost; industry cash S$25,000).
Co-PI. “Smart and Sustainable Urban Aquaponics Farming for Healthy Liveable Cities.” SIT Innovation Capability Grant Project. Fund: S$450,000 (direct cost; industry cash S$45,240).
Co-PI. “Data Driven Traffic Accidents Visualization and Root Cause Quantification with Explainable Artificial Intelligence for Improved Road Safety and Urban Planning.” Mitsui Sumitomo Insurance Welfare Foundation (MSIWF) 2021 Research Grant. Fund: S$10,000 (direct cost). Completed in 2023.
Co-PI. “COVID-19 Wastewater-based Epidemiology with Monte-Carlo based Algorithms.” SIT Ignition Grant. Fund: S$100,000 (direct cost). Completed in 2023.
Co-PI. “Digitization of Book-keeping and Financial Statement Preparation Process.” SIT Ignition Grant. Fund: S$98,000 (direct cost; industry cash S$5,000). Completed in 2021.