이 웨비나에 등록할 수 없습니다

AIChE Environmental Division Webinar - 2025 Title: Guiding the Transition to a Net-Zero Emissions Chemicals and Materials Industry: Role of Data Science and AI Today, net-zero emissions targets have been set by more than 9000 companies, 1000 cities, 1000 educational institutions, and 600 financial institutions. This presents a unique opportunity for companies and countries that meet this target in a sustainable manner that is profitable and competitive, while addressing environmental and societal challenges. However, meeting such targets requires models that capture the direct and indirect or life cycle impact of current and emerging technologies, methods for guiding technology development and adaptive roadmaps to guide the transition, while understanding trade-offs, and user-friendly software tools. This talk will describe a framework for guiding this transition and the essential role of data science and artificial intelligence. Our framework relies on a large-scale model of the chemicals and materials industry including current and future technologies, evaluation of scenarios based on future trends, and roadmaps that account for long-term changes in technology availability and climate change. We rely on large language models to build circular reaction networks with current and emerging technologies, and advanced optimization methods to understand trade-offs between objectives such as cost, carbon footprint, and circularity. Applications include the global chemicals industry and plastic packaging.