Thomaz Carvalhaes R&D Associate - Data-driven Risk Analysis and Resilience Modeling Contact . . | CARVALHAESTM@ORNL.GOV All Publications Initial Systems-Level Assessment of a Distributed Direct Air Capture System Concept at the Urban-scale (UrbanDAC) Analysis of Historical Power Outages of the United States and the National Risk Index Chapter "GeoAI for Humanitarian Assistance" in Book "Handbook of Geospatial Artificial Intelligence" A treatment-effect model to quantify human dimensions of disaster impacts: the case of Hurricane Maria in Puerto Rico Social vulnerability and power loss mitigation: A case study of Puerto Rico Integrating Spatial and Ethnographic Methods for Resilience Research: A Thick Mapping Approach for Hurricane Maria in Puerto ... Leveraging SETS resilience capabilities for safe-to-fail infrastructure under climate change Impacts of the morphology of new neighborhoods on microclimate and building energy Methodologies for Evaluation of Corrosion Protection for Ductile Iron Pipe Urban stream deserts: Mapping a legacy of urbanization in the United States Key Links Organizations National Security Sciences Directorate Geospatial Science and Human Security Division Human Dynamics Section Critical Infrastructure Resilience