Poster Session: AI for Sustainability

Monday, April 13 | 5:30 – 7:00 PM | Location: MIT Museum

This session will feature posters from across the MIT community on applications of artificial intelligence for sustainability. Projects feature a wide variety of AI applications; specific titles include:

• Corporate Biodiversity Commitments Robustness Analysis using Custom Agentic AI Data Tools, Michelle Westerlaken
• Investor Democracy, Bram van der Kroft
• Agentic Artificial Intelligence in Support of Circularity Policy, Laurent Lioté
• GENIUS: GENerative Intelligence for Urban Sustainability, Norhan Bayomi
• “Learning Matter” for a Sustainable Future, Lauren Chua, Artur Lyssenko & Sauradeep Majumdar
• Catalytic Green Commodity Markets, Florian Berg
• Heat Alert+ Advanced Heat Warning System, Kellen Peitl & Shreya Dungarwal
• Atomistic Modeling and Machine Learning for the Discovery of Sustainable Transition Metal Catalysts, Jacob Toney
• Unlocking Recycled Copper with AI-Driven Material Analysis, David Cohen-Tanugi
• Reducing Parametric Uncertainty in Earth System Models with Efficient Emulators, Ethan YoungIn Shin
• Improving the Outcomes of Structural Optimization through Human-AI Collaboration, Josephine Carstensen
• Strategies for Ecologically Aware Management of N2O Emissions from Agricultural Soils, Amanda Bischoff & Sandeep Mangat
• AI-Driven Optimization of Water Supply Networks for Wildfire Resilience, Mayar Ariss
• Global Building Inventory (globi) – Toward Climate Actionable Information for Every Building in the World, Darya Guettler & Sam Wolk
• Turning Agricultural Residues Into Climate Solution: Alternative Utilizations and Geospatial Life Cycle Analysis, Tananya Prankprakma & Yu-Tong Shao
• Cheap Thrills: Effective Amortized Optimization Using Inexpensive Labels, Khai Nguyen
• PFΔ: A Benchmark Dataset for Power Flow under Load, Generation, and Topology Variations, Anvita Bhagavathula, Alvaro Carbonero, & Ana Rivera Him
• Predictive and Prescriptive Analytics toward Optimizing Wildfire Suppression, Ryne Reger
• Assessing Environmental Attribute Certificates in the Building Design Process, Jonathan Broyles
• Facilitating MIT Campus Decarbonization with Occupant-centric Control and an On-site Data Center, Sicheng Zhan
• Improving Detection of Polymer Degradation Products with Machine-learning-based Data Generation, Joules Provenzano
• From Decarbonization to Discovery: AI for Sustainable Cementitious Materials, Soroush Mahjoubi
• Prediction of Extreme Precipitation Occurrence with Convolutional Neural Networks (CNNs): Insights from Multiple Reanalysis Data, Xiang Gao
• AI and Automation to Reimagine Chemical Production and Materials Discovery, Abhishek Soni
• Sustainable Processing of Mine Tailings: Critical Metal Extraction and Residue Reuse in Construction Materials, Yixi Tian
• Methane Emission Reduction as a High Leverage Point in the Voluntary Carbon Market, Audrey Parker
• Generative AI-Assisted Decision Support for Optimal Shelter Allocation During Floods, Rohit Parasnis & William Zhang
• Collaborative Infrastructure Planning for Freight Electrification, Jason Luo, Saurabh Amin, Maxime Bouscary, Alexandre Jacquillat, Sean Lo & Kayla Rainey
• Electric Vehicle Routing Problems: Algorithms to Impact, Sean Lo & Alexandre Jacquillat
• Making Computational Fabrication Sustainable with AI, Zhi-Ray Wang
• Intelligent Building Control for Comfort, Savings, and Grid Flexibility, You Lin
• AI-empowered Architect: Grounding of Perceptual and Performance Driven Spaces, Chloe Hong
• Zero Waste Tree, Oliver Moldow
• Post Release Environmental Degradation Across Heterogeneous Textile Chemistries, Blaise Babineck
• Hyperspectral Remote Sensing of Soil Organic Carbon, Sherrie Wang

Food and drinks will be served. This is a great opportunity to mingle with the MIT community and representatives from MCSC member companies in the amazing environment of the MIT Museum!