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From Data to Action: AI and Hydroinformatics Applications in Environmental Science
Abstract: This talk uncovers how AI and Hydroinformatics are revolutionizing environmental science through cutting-edge information technologies. We highlight the transformative role of AI and web technologies in augmenting data analysis and predictive capabilities. These technologies enable dynamic simulations and real-time decision-making, essential for tackling environmental challenges. We also explore the digital twins, Large Language Models (LLMs) and Metaverse's potential—leveraging Augmented Reality (AR) and Virtual Reality (VR) to create engaging, immersive experiences for environmental data visualization and communication. Current projects demonstrate how these tools are applied to address challenges in hydrology and disasters. Focusing on future directions and vision, we foresee an integrated approach where cutting-edge information technologies transition data into impactful solutions with unparalleled efficiency. This vision emphasizes the development of a collaborative ecosystem that leverages AI, Hydroinformatics, digital twins, and immersive technologies to empower stakeholders across sectors.
Speaker Biography
Ibrahim Demir is the Michael A. Fitts Presidential Chair in Environmental Informatics and Artificial Intelligence at Tulane University, Professor in the Department of River-Coastal Science and Engineering and a core member of the Tulane ByWater Institute. Leveraging cutting-edge artificial intelligence and data science, Demir develops innovative environmental information systems, notably creating early warning systems and digital twins for disasters. His pioneering research is widely recognized through 200 peer-reviewed publications. He is leading the Hydroinformatics Lab, focusing on intelligent disaster analytics systems, and augmented and virtual reality for environmental monitoring. Demir holds a PhD from the University of Georgia. He also serves as the Chair of the International Joint Committee on Hydroinformatics (IAHR/IWA).
Harnessing the power of interdisciplinary expertise to solve modern environmental problems
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