Research Outcomes
System for Carbon-Neutral Campus
Building a Green and Net-zero System
The Institute focuses on zero-carbon smart campus, GHG accounting, green buildings, net-zero technologies, digital twins and AI applications. It produces academic papers, research reports, standards, software systems and intellectual properties, and promotes the deployment of research in campus and regional low-carbon scenarios.

Types of Outcomes
Academic Papers
High-level research outputs focusing on green low-carbon, net-zero technologies, smart campus, digital twins and AI applications.
Scientific Reports
Support campus GHG inventory, sustainable development data compilation, carbon neutrality pathway assessment and policy research.
Standard Development
Promote the development of standards and methodologies including the Greater Bay Area Campus GHG Accounting Standard.
Software / Systems
Centered on MUST Zero-Carbon Smart Campus System, supporting data interfaces, dynamic accounting and intelligent analytics.
Patents
Develop transferable intellectual properties in net-zero technologies, green buildings, data fusion and AI algorithms.
Platforms
Develop joint laboratories, international research platforms and major international conferences to expand collaborative innovation networks.
Key Research Priorities
MUST Zero-Carbon Smart Campus System
The system supports dynamic annual GHG report generation, WeMUST interface development, fusion of static and dynamic data, and AI-based fusion algorithms. It serves as core support for the Institute’s technology transfer.
Green Buildings
Promote R&D and implementation of green building technologies, including energy-efficient design, sustainable materials and energy optimization to help campus buildings meet higher environmental standards.

Carbon-Neutral Campus
Based on real campus environment, supports carbon-neutral campus construction, carbon emission accounting, decarbonization roadmap planning, green education and living lab operation.

Campus Living Lab
Built on real campus scenarios, this demonstration and experimental platform tests, validates and optimizes sustainable technologies via IoT sensors, data analytics and user engagement.
Real-time campus carbon emission monitoring & visualization
Energy-saving technology testing and performance evaluation
Green behavioural experiments with staff and students
Open data and international collaborative research
Note: This page displays outcome categories and development plans from the Institute’s application and promotional documents. The official outcome list will be updated continuously after confirmation by the Institute.
