Noyonica's research focuses on applying artificial intelligence, machine learning, and geospatial data to catastrophe risk assessment and community resilience. She has been working on developing interactive risk-chain and catastrophe modeling tools and websites that connect hazard, exposure, vulnerability, and impact information, with the goal of making complex risk information more accessible and actionable.