Institute for Advanced Analytics and Society

Institute for Advanced Analytics and Society

Solutions at the Intersection of Data and the Public Interest

The Institute is dedicated to advancing the design and application of machine learning, artificial intelligence and advanced statistical analysis to address complex public‑interest challenges facing our communities. Our work blends foundational research with applied innovation: modernizing how large scientific and operational datasets are integrated while creating practical tools that support decision‑makers at every level. As the demand for resilient digital infrastructure grows, our research portfolio continues to expand, bringing forward new capabilities in ocean science, cyber operations, digital forensics and large‑scale information systems. 

Our ProjectsPeople

Our Programs

The Institute’s research programs address a variety of areas related to data and the public good through the development of:

• Large‑scale data integration by developing modern architectures capable of unifying autonomous vehicle data, visual‑sensor collections and extensive ocean science datasets. Recent initiatives such as Aquaview extend this mission by transforming fragmented scientific metadata into a unified enterprise resource, improving transparency, interoperability, and long‑term stewardship for national environmental information systems.
• Novel applications of machine learning in the health sciences, using advanced models to identify impactful health interventions, analyze social determinants of health, and surface patterns that support community well‑being. These efforts aim to strengthen evidence‑based public health practices and equip practitioners with data‑driven insights that improve outcomes at scale.
• Advanced analytics within homeland and national security, developing capabilities that support operational readiness, risk mitigation and digital resilience. Collaborative work with organizations such as the National Center for Spectator Sports Safety and Security (NCS4) enhances safety in high‑density public environments, while new programs in cyber defense, adversarial simulation, and digital‑forensics capacity building such as the Rural Digital Forensics Initiative expand the nation’s ability to investigate digital evidence and respond to emerging threats.