Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi-sector resilience

via Zoom

Speaker: Prof. Auroop Ganguly, Civil & Environmental Engineering, Northeastern University Abstract: Global climate and earth system models (ESMs), which numerically solve partial differential equations with high performance simulations, continue to have knowledge gaps and exhibit intrinsic variability for stakeholder relevant variables and resolutions. Data-driven sciences integrated with process understanding, especially the physics or biogeochemistry that […]

Environmental, Social, Governance scores and the missing pillar: Why does missing information matter?

via Zoom

Speaker: Dr. Oezge Sahin, Mathematical Statistics, Technical University of Munich Abstract: Environmental, Social, and Governance (ESG) scores measure companies' performanceconcerning sustainability and societal impact and are organized on three pillars:  Environmental (E), Social (S), and Governance (G). These complementary non-financial ESG scores should provide information about the ESG performance and risks of different companies. However, […]