An AI-based framework for harmonizing climate policies and projects with the SDGs
In this project, we propose to extend current assessments of the various synergies and trade-offs among the Sustainable Development Goals (SDGs) proposed by the United Nations (UN) via methods based on artificial intelligence (AI). The project will also strengthen the collaboration between Digital Futures and the KTH Climate Action Centre.
The proposed research project is of extreme relevance due to the pressing need to develop a policy that enables, rather than inhibits, sustainable development. Furthermore, it is essential to include AI-based methods in governance actions and development programs.
This is currently an active area of research, where a number of studies have started to document the interactions among SDGs systematically. As this type of work is extremely relevant for policymakers, as well as to guide promising research directions to explore by funding agencies, we will:
- Compare AI-based analyses with expert-based studies.
- Systematically assess (via AI methods) synergy and trade-offs connected to climate policy decisions in the context of the SDGs.
- In the final stage, employ reinforcement-learning-based methods to design novel and efficient strategies for policy development, maximizing the opportunities among SDG actions and avoiding the pitfalls.
The researchers in the team represent the KTH Schools of Engineering Sciences, Department of Engineering Mechanics and the School of Industrial Engineering and Management, Climate Action Centre.
Watch the recorded presentation at Digitalize in Stockholm 2022 event:
Associate Professor at KTH, PI of project An AI-based framework for harmonizing climate policies and projects with the SDGs, Co-PI of project Faster-than-real-time and high-resolution simulation of fluid flow in engineering applications: indoor climate as a pilot, Digital Futures Faculty+46 8 790 71 52
Associate Professor at KTH ITM, Director of KTH Climate Action Centre, Working group Smart Society, Co-PI: An AI-based framework for harmonizing climate policies and projects with the SDGs, Former Co-PI: Towards a Smart Society – the role of Digital Futures, Digital Futures Facultyffn@kth.se