System for Carbon-Neutral Campuses
The Institute will develop academic papers, scientific reports, standards, software systems, and intellectual property around zero-carbon smart campuses, greenhouse gas accounting, green buildings, net-zero technologies, digital twins, and AI applications, advancing the deployment of research outcomes in campus and regional low-carbon settings.

Outcomes
Academic Papers
Focusing on green and low-carbon development, net-zero technologies, smart campuses, digital twins, and AI applications to produce high-level research outputs.
Scientific Reports
Supporting campus greenhouse gas accounting, sustainability data compilation, carbon-neutrality pathway assessment, and policy research.
Standards Development
Advancing related standards and methodological frameworks, including the Greater Bay Area Campus Greenhouse Gas Accounting Standard.
Software / Systems
Centered on the MUST Zero smart zero-carbon campus system, supporting data interfaces, dynamic accounting, and intelligent analysis.
Copyrights
Developing transferable intellectual property in net-zero technologies, green buildings, data fusion, and AI algorithms.
Platform
Promoting joint laboratories, international research platforms, and major international academic conferences to expand collaborative innovation networks.
Key Outcome Directions
MUST Zero-Carbon Smart Campus System
The system roadmap supports dynamic generation of annual greenhouse gas reports, WeMUST interface development, fusion of dynamic and static data, and AI-based fusion algorithms, serving as a key pillar for the Institute's technology transfer.

Green Buildings
Advancing green building technology R&D and deployment, covering energy-efficient design, sustainable materials, and energy performance optimization to help campus buildings meet higher environmental standards.

Carbon-Neutral Campus
Leveraging real campus settings to support carbon-neutral campus development, carbon emissions accounting, decarbonization pathway planning, green education, and living laboratory operations.
Campus Living Lab
Building a carbon-neutrality demonstration and experimentation platform on real campus scenarios, using IoT sensors, data analytics, and user interaction to test, validate, and optimize sustainability technologies.
Real-time monitoring and visualization of campus carbon emissions
Energy-saving technology testing and performance evaluation
Green behavior experiments with faculty and student participation
Open data and international collaborative research
Note: This page currently presents outcome types and development plans from the Institute's application and promotional materials. The formal list of outcomes will be updated continuously after confirmation by the Institute.
