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Leveraging AI for Resilient Design

AIAU26-RADR01
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1 LU|HSW
Live course date: 09/03/2026 | 02:00 PM
$30
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$45

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Description

As climate risks intensify and project challenges become more complex, architects are increasingly required to design for resilience in ways that are both actionable and measurable. Emerging AI-powered tools, such as Digital Twins and Large Language Models (LLMs), are transforming how practitioners assess risk, test scenarios, and incorporate resilience strategies into their daily workflows. 

This webinar will explore how architects can effectively use AI-powered Digital Twins and LLMs to inform resilient design decisions from initial concept through development. Participants will gain an understanding of the limitations and reliability of these technologies and identify opportunities to implement resilience strategies across various projects. The session will focus on usability and applications, helping architects translate emerging technologies into concrete design outcomes. 

Learning Objectives

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Evaluate how AI tools can aid in making resilient design decisions during the early phases of a project, including feasibility and scenario analysis. 

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Apply strategies for effectively prompting AI tools to generate meaningful, reliable outputs that inform design outcomes.  

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Identify opportunities to integrate AI-driven tools into existing architectural workflows.  

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Assess the reliability and limitations of AI-generated insights when designing for resilience, and incorporate appropriate professional judgment.

Presented in partnership with the  Resilience and Disaster Response Community (RADR).

Instructors
Karla Saldana Ochoa
PhD

Karla Saldana Ochoa is a Tenured Track Assistant Professor in the School of Architecture at the University of Florida and a faculty affiliate at the AI2 Center, the Center of Latin American Studies, and FIBER. She directs the AI in Architecture Graduate Certificate program and oversees the SHARE Lab, a research group focused on developing projects that leverage the interaction between artificial intelligence (AI) and human intelligence, applied to enhance creativity in architectural design and create tools to analyze big data of urban phenomena. At UF, Karla works with Digital Twins (DT), which she defines as intelligent environments, focusing on how this technology is applied across various scales—from buildings to city-wide infrastructure. She collaborates on international projects in Germany, Italy, Switzerland, Mexico, and Ecuador. Karla is an Ecuadorian architect and coder with a Master of Advanced Studies in Landscape Architecture and a Ph.D. in Technology in Architecture from ETH Zurich. Her Ph.D. research focused on the integration of Artificial and Human Intelligence to achieve accurate and agile responses to natural disasters, utilizing a multimodal fusion approach for machine learning inference. 

Ana Tricarico Orosco

Ana is an architect in Tallahassee who researches practices that contribute to lasting housing resilience. Her work is about supporting architects and neighbors in bridging between regulatory systems and lived experience. She is a Ph.D. candidate at the UF Florida Institute for Built Environment Resilience (FIBER). 

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